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HHD-GP: Incorporating Helmholtz-Hodge Decomposition into Gaussian Processes for Learning Dynamical Systems
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Improving Temporal Link Prediction via Temporal Walk Matrix Projection
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Dendritic Integration Inspired Artificial Neural Networks Capture Data Correlation
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Deep linear networks for regression are implicitly regularized towards flat minima
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Neural Krylov Iteration for Accelerating Linear System Solving
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Adjust Pearson's $r$ to Measure Arbitrary Monotone Dependence
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Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
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AudioMarkBench: Benchmarking Robustness of Audio Watermarking
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Nimbus: Secure and Efficient Two-Party Inference for Transformers
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Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond
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Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing
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Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance
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FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space
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Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
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Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
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Linear Time Approximation Algorithm for Column Subset Selection with Local Search
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SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
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Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning
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Large Language Models' Expert-level Global History Knowledge Benchmark (HiST-LLM)
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UMB: Understanding Model Behavior for Open-World Object Detection
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Continuous Heatmap Regression for Pose Estimation via Implicit Neural Representation
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Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions
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FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
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Discrete Modeling via Boundary Conditional Diffusion Processes
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MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
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InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
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$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation
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Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors
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Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss
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Motif-oriented influence maximization for viral marketing in large-scale social networks
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Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing
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DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain
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Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate
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Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation
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Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
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Learning-Augmented Algorithms for the Bahncard Problem
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Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking
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Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation
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Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects
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Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection
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Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks
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Learnability of high-dimensional targets by two-parameter models and gradient flow
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Event-3DGS: Event-based 3D Reconstruction Using 3D Gaussian Splatting
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Similarity-Navigated Conformal Prediction for Graph Neural Networks
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Autonomous Agents for Collaborative Task under Information Asymmetry
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From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
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Facilitating Multimodal Classification via Dynamically Learning Modality Gap
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Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection
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Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
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FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models
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DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge
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AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking
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PuLID: Pure and Lightning ID Customization via Contrastive Alignment
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Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift
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VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation
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An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning
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PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation
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UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training
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DeltaDEQ: Exploiting Heterogeneous Convergence for Accelerating Deep Equilibrium Iterations
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S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
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CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
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Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains
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Multi-Agent Domain Calibration with a Handful of Offline Data
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LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment
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FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification
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RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
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FIDE: Frequency-Inflated Conditional Diffusion Model for Extreme-Aware Time Series Generation
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Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
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Non-parametric classification via expand-and-sparsify representation
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Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation
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High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
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MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
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Adversarial Moment-Matching Distillation of Large Language Models
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On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function
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Temporal Sentence Grounding with Relevance Feedback in Videos
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OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance
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Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images
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Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments
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IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
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ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
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Language-Driven Interactive Traffic Trajectory Generation
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Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
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Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
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Second-order forward-mode optimization of recurrent neural networks for neuroscience
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An effective framework for estimating individualized treatment rules
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Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models
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A Study of Plasticity Loss in On-Policy Deep Reinforcement Learning
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Unified Graph Augmentations for Generalized Contrastive Learning on Graphs
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Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning
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Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
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Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
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AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
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Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation
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Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL
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Outlier-Robust Distributionally Robust Optimization via Unbalanced Optimal Transport
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MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders
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Real-Time Selection Under General Constraints via Predictive Inference
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On the Worst Prompt Performance of Large Language Models
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TopoFR: A Closer Look at Topology Alignment on Face Recognition
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MC-DiT: Contextual Enhancement via Clean-to-Clean Reconstruction for Masked Diffusion Models
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On Differentially Private Subspace Estimation in a Distribution-Free Setting
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Flatten Anything: Unsupervised Neural Surface Parameterization
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LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings
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Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
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EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection
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Learning the Optimal Policy for Balancing Short-Term and Long-Term Rewards
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Cherry on Top: Parameter Heterogeneity and Quantization in Large Language Models
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Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching
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Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective
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Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image
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Can We Leave Deepfake Data Behind in Training Deepfake Detector?
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Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
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Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering
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Noisy Dual Mirror Descent: A Near Optimal Algorithm for Jointly-DP Convex Resource Allocation
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SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
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SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
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DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking
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Progressive Exploration-Conformal Learning for Sparsely Annotated Object Detection in Aerial Images
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Diffusion Priors for Variational Likelihood Estimation and Image Denoising
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CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
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Addressing Hidden Confounding with Heterogeneous Observational Datasets for Recommendation
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GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
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Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles
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Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
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Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images
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Reinforced Cross-Domain Knowledge Distillation on Time Series Data
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A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration
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SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices
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Cascade of phase transitions in the training of energy-based models
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FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
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Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
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OpenReview]
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Towards Comprehensive Detection of Chinese Harmful Memes: Dataset and Detector
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Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization
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Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
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ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
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Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval
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Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
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Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
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OpenReview]
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Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization
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EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
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Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation
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Neural Characteristic Activation Analysis and Geometric Parameterization for ReLU Networks
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OpenReview]
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Image Understanding Makes for A Good Tokenizer for Image Generation
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OpenReview]
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Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
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OpenReview]
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Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
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No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices
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OpenReview]
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Regression under demographic parity constraints via unlabeled post-processing
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Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
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Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification
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OpenReview]
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SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
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OpenReview]
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Expert-level protocol translation for self-driving labs
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Consistency Models for Scalable and Fast Simulation-Based Inference
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A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding
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Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP
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Learn more, but bother less: parameter efficient continual learning
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Improving Generalization of Dynamic Graph Learning via Environment Prompt
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MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
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OpenReview]
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Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning
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OpenReview]
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Long-range Meta-path Search on Large-scale Heterogeneous Graphs
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SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization
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OpenReview]
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Computing the Bias of Constant-step Stochastic Approximation with Markovian Noise
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OpenReview]
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Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration
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Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints
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DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting
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From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement
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GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction
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Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
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Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning
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Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
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BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
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Prospective Representation Learning for Non-Exemplar Class-Incremental Learning
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CriticEval: Evaluating Large-scale Language Model as Critic
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Boosting the Potential of Large Language Models with an Intelligent Information Assistant
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StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving
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Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes
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DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach
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Poster]
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OpenReview]
Poster
None
Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
[
OpenReview]
Poster
None
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression
[
OpenReview]
Poster
None
M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
UniFL: Improve Latent Diffusion Model via Unified Feedback Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Federated Graph Learning for Cross-Domain Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views
[
Poster]
[
OpenReview]
Poster
None
A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
[
Poster]
[
OpenReview]
Poster
None
ReLIZO: Sample Reusable Linear Interpolation-based Zeroth-order Optimization
[
Poster]
[
OpenReview]
Poster
None
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
LG-CAV: Train Any Concept Activation Vector with Language Guidance
[
Poster]
[
OpenReview]
Poster
None
Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
None
Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation
[
Poster]
[
OpenReview]
Poster
None
ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration
Poster
None
The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing
[
OpenReview]
Poster
None
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
None
Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
[
Poster]
[
OpenReview]
Poster
None
Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation
[
Poster]
[
OpenReview]
Poster
None
CRAYM: Neural Field Optimization via Camera RAY Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
None
Monte Carlo Tree Search based Space Transfer for Black Box Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Improved Guarantees for Fully Dynamic $k$-Center Clustering with Outliers in General Metric Spaces
[
OpenReview]
Poster
None
Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
[
Poster]
[
OpenReview]
Poster
None
Toward a Stable, Fair, and Comprehensive Evaluation of Object Hallucination in Large Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
None
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
None
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning
[
Poster]
[
OpenReview]
Spotlight Poster
None
A generalized neural tangent kernel for surrogate gradient learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
In Pursuit of Causal Label Correlations for Multi-label Image Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
General Articulated Objects Manipulation in Real Images via Part-Aware Diffusion Process
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms
[
Poster]
[
OpenReview]
Poster
None
DePLM: Denoising Protein Language Models for Property Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering
[
OpenReview]
Poster
None
Scene Graph Generation with Role-Playing Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
None
Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
TFGDA: Exploring Topology and Feature Alignment in Semi-supervised Graph Domain Adaptation through Robust Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
[
Poster]
[
OpenReview]
Poster
None
Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling
[
Slides]
[
OpenReview]
Poster
None
Combining Statistical Depth and Fermat Distance for Uncertainty Quantification
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
[
Poster]
[
OpenReview]
Poster
None
Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence
[
Slides]
[
OpenReview]
Session
None
Nvidia whitelist
Registration Desk
Tue Dec 10 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Affinity Event
Tue Dec 10 08:00 AM -- 05:00 PM (PST) @ West Meeting Room 217-219 None
Women in Machine Learning - Overflow Streaming
Affinity Event
Tue Dec 10 08:15 AM -- 05:00 PM (PST) @ West Meeting Room 211-214 None
Women in Machine Learning
[
Slides]
Affinity Event
Tue Dec 10 08:30 AM -- 04:15 PM (PST) @ West Meeting Room 202-204 None
LatinX in AI
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ East Exhibition Hall A None
Core Technical Interpretation and Best Practices of Responsible AI
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Meeting Room 220-222 None
Commerce Foundation Model
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Ballroom B None
AI Verification & Validation: Trends, Applications, and Challenges
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Ballroom A None
AI for Autonomous Driving at Scale
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Meeting Room 109, 110 None
Incentivizing Collaborative AI: A Decentralized Approach to Scaling Machine Learning
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Meeting Room 301 None
TikTok Symphony: AIGC Solution for Advertising
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ East Exhibition Hall C None
Compute: Past, Present & Future
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Ballroom C None
Onboarding Generative AI at the Edge: Challenges and Solutions from Industrial Research
Break
Tue Dec 10 09:00 AM -- 10:00 AM (PST) None
Coffee Break
Streaming Hangout
Tue Dec 10 09:00 AM -- 05:00 PM (PST) @ East Lobby Foyer None
Streaming Hangout
Quiet Streaming Hangout
Tue Dec 10 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 14 None
Quiet Streaming Hangout
Quiet Streaming Hangout
Tue Dec 10 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 17 None
Quiet Streaming Hangout
Quiet Streaming Hangout
Tue Dec 10 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 121, 122 None
Quiet Streaming Hangout
Quiet Streaming Hangout
Tue Dec 10 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 13 None
Quiet Streaming Hangout
Quiet Streaming Hangout
Tue Dec 10 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 118-120 None
Quiet Streaming Hangout
Creative AI
Tue Dec 10 09:00 AM -- 12:00 PM (PST) @ East Ballroom C None
Creative AI Session 1
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom B None
Opening the Language Model Pipeline: A Tutorial on Data Preparation, Model Training, and Adaptation
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom C None
Dynamic Sparsity in Machine Learning: Routing Information through Neural Pathways
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Meeting Room 109, 110 None
Watermarking for Large Language Models
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Exhibition Hall C, B3 None
Evaluating Large Language Models - Principles, Approaches, and Applications
[
Slides]
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom A None
Causality for Large Language Models
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ East Exhibition Hall A None
Experimental Design and Analysis for AI Researchers
[
Slides]
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ East Exhibition Hall C None
Flow Matching for Generative Modeling
[
Slides]
Affinity Event
Tue Dec 10 10:00 AM -- 03:00 PM (PST) @ West Meeting Room 201 None
Global South in AI
Affinity Event
Tue Dec 10 10:00 AM -- 05:00 PM (PST) @ West Meeting Room 208,209 None
Black in AI
Exhibit Sponsor Hall
Tue Dec 10 12:00 PM -- 08:00 PM (PST) @ West Exhibition Hall A None
Exhibit Sponsor Hall
Break
Tue Dec 10 12:00 PM -- 01:30 PM (PST) None
Lunch Break
Expo Talk Panel
Tue Dec 10 12:00 PM -- 01:00 PM (PST) @ West Meeting Room 220-222 None
Demystify Financial Textual Data with LLMs
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ East Exhibition Hall C None
AutoGen 0.4: Redefining Agentic AI Systems
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Meeting Room 301 None
Sony’s Efficient Content Creation and Editing through Deep Generative Models
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ East Exhibition Hall A None
Accelerating AI Research and Development with AMD Instinct Systems
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Ballroom B None
Knowledge-enhanced LLMs for Industry Verticals
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Ballroom C None
AutoGluon 1.2: Advancing AutoML with Foundational Models and LLM Agents
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Ballroom A None
AI for Enhanced Spacecraft Orientation
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Meeting Room 109, 110 None
Accelerating Edge AI: Optimizing and Deploying AI Models with Qualcomm AI Hub
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Exhibition Hall C, B3 None
Active Training: Building Agentic Apps with Llama 3.2 and Llama Stack
Affinity Event
Tue Dec 10 01:00 PM -- 05:00 PM (PST) @ West Meeting Room 215, 216 None
Muslims in ML
Creative AI
Tue Dec 10 01:00 PM -- 04:00 PM (PST) @ East Ballroom C None
Creative AI Session 2
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Exhibition Hall C, B3 None
Cross-disciplinary insights into alignment in humans and machines
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ East Exhibition Hall C None
Beyond Decoding: Meta-Generation Algorithms for Large Language Models
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom A None
Out-of-Distribution Generalization: Shortcuts, Spuriousness, and Stability
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ East Exhibition Hall A None
Generating Programmatic Solutions: Algorithms and Applications of Programmatic Reinforcement Learning and Code Generation
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom C None
Advancing Data Selection for Foundation Models: From Heuristics to Principled Methods
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom B None
Sandbox for the Blackbox: How LLMs Learn Structured Data?
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Meeting Room 109, 110 None
PrivacyML: Meaningful Privacy-Preserving Machine Learning and How To Evaluate AI Privacy
Affinity Event
Tue Dec 10 01:45 PM -- 06:00 PM (PST) @ West Meeting Room 205-207 None
New in ML
Mentorship
Tue Dec 10 02:00 PM -- 04:00 PM (PST) @ East Meeting Room 8, 15 None
Science Communication for AI Researchers: An Introduction
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
EvalAssist - An LLM-as-a-Judge Framework
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Automatically Deploying a Sequence-to-Sequence Transformer for Accelerated Discovery on the IBM HERMES Project Chip
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
ProLLM: Program analysis driven, LLM assisted application modernization
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Site Reliability Engineering Agent-101 for Incident Management
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
IBM AI Agent SWE-1.0
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
HPC-AI.COM: Unleashing the Power of High-Performance Cloud Computing for Large-Scale AI Model Training
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Low-Rank Adaptation (LoRA) for Large Vision Model on a Mobile Device
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Moving beyond chat: Enabling LLMs with intrinsic functions that give fine-grained control in application development
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Practices of Alibaba Cloud PAI (Platform for AI): An AI Native Large Models and AIGC Engineering Platform
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Large Multimodal Model running on a mobile device
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Diffusion Video Editing on Mobile
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Augmenting Driving Scenes by High Fidelity Generative Models
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Deploying Personal AI Assistants with Voice, LLMs, RAG via OpenVINO™ on the AI PC
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Open-Sora: Democratizing Efficient Video Production for All
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Deploying Cached Conditional Mixture-of-Experts LLMs on Mobile Devices with Memory Constraints
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
IBM Granite Vision Model for Enterprise AI
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Trace: An LLM-powered End-to-end Optimization Framework of AI Workflow
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
MemoMagnet: A fridge-magnet memo agent based on LLM
Break
Tue Dec 10 04:00 PM -- 04:30 PM (PST) None
Coffee Break
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Meeting Room 301 None
Colossal-AI: Breakthroughs in Efficient AI Training and Implementation
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Meeting Room 220-222 None
Graph Reasoning in Large Language Models
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Ballroom C None
Training the Unprecedented Decart Diffusion World Simulator at scale on the Crusoe Cluster
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Meeting Room 109, 110 None
Improving Foundation Models Using Human Data
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Ballroom B None
Sequence Modeling in Financial Services
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ East Exhibition Hall A None
Symbolic AI and Foundation Models Integration towards Reliable and Trustworthy Industry-grade AI Systems
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Ballroom A None
Building industry-grade NLP applications for the financial domain
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Exhibition Hall C, B3 None
Granite Time Series Foundation Models
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ East Exhibition Hall C None
AgentInstruct: Agentic flows are effective synthetic-data generators
Remarks
Tue Dec 10 05:00 PM -- 05:30 PM (PST) @ West Exhibition Hall C, B3 None
Opening Remarks
Invited Talk
Tue Dec 10 05:30 PM -- 06:15 PM (PST) @ West Exhibition Hall C, B3 None
The Golem vs. Stone Soup: Understanding How Children Learn Can Help Us Understand And Improve AI
Affinity Poster Session
Tue Dec 10 06:30 PM -- 08:00 PM (PST) @ West Ballroom D None
Affinity Joint Poster Session
Welcome Reception
Tue Dec 10 06:30 PM -- 08:00 PM (PST) @ West Level 0 & Level 1 None
Welcome Reception
Break
Wed Dec 11 07:30 AM -- 08:30 AM (PST) None
Coffee Break
Registration Desk
Wed Dec 11 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Invited Talk
Wed Dec 11 08:30 AM -- 09:30 AM (PST) @ West Exhibition Hall C, B3 None
Toward Industrial Artificial Intelligence
Exhibit Sponsor Hall
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Exhibition Hall A None
Exhibit Sponsor Hall
Quiet Streaming Hangout
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 14 None
Quiet Streaming Hangout
AI Hangout Room
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 13 None
Quiet Streaming Hangout
AI Hangout Room
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 121, 122 None
Quiet Streaming Hangout
Quiet Streaming Hangout
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 118-120 None
Quiet Streaming Hangout
AI Hangout Room
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Lobby Foyer (Level 2) None
Streaming Hangout
Quiet Streaming Hangout
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 217-219 None
Quiet Streaming Hangout
AI Hangout Room
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 17 None
Quiet Streaming Hangout
Streaming Hangout
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ East Lobby Foyer None
Streaming Hangout
Break
Wed Dec 11 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Affinity Event
Wed Dec 11 10:00 AM -- 05:00 PM (PST) @ West Meeting Room 202 None
Queer in AI
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
The Road Less Scheduled
[
Slides]
[
OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
[
OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Human Expertise in Algorithmic Prediction
[
OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
[
OpenReview]
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Oral Session 1A: Neuroscience and Intepretability
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 1C: Optimization and Learning Theory
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Oral Session 1C: Optimization and Learning Theory
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Oral Session 1D: Learning Theory
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 1D: Learning Theory
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Oral Session 1B: Human-AI Interaction
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes
[
OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
[
OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Optimal Parallelization of Boosting
[
Slides]
[
OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
Learning diffusion at lightspeed
[
OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
[
OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
[
OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
[
OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Dual Critic Reinforcement Learning under Partial Observability
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
Microstructures and Accuracy of Graph Recall by Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
SafeWorld: Geo-Diverse Safety Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
MotionBooth: Motion-Aware Customized Text-to-Video Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5408
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
DMesh: A Differentiable Mesh Representation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4931
Solving Zero-Sum Markov Games with Continous State via Spectral Dynamic Embedding
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4937
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1810
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
Worst-Case Offline Reinforcement Learning with Arbitrary Data Support
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
Bootstrapping Top-down Information for Self-modulating Slot Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4907
Rethinking Optimal Transport in Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
Trajectory Diffusion for ObjectGoal Navigation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
A Simple and Optimal Approach for Universal Online Learning with Gradient Variations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
LLM-based Skill Diffusion for Zero-shot Policy Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Learning from Snapshots of Discrete and Continuous Data Streams
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
[
Slides]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
The Road Less Scheduled
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Rethinking the Capacity of Graph Neural Networks for Branching Strategy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
The Star Geometry of Critic-Based Regularizer Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
A Recipe for Charge Density Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4939
The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
[Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Breaking the curse of dimensionality in structured density estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
RAGraph: A General Retrieval-Augmented Graph Learning Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2910
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Deep Homomorphism Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
Rejection via Learning Density Ratios
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4920
Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7304
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4900
Navigating Chemical Space with Latent Flows
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4925
Gorilla: Large Language Model Connected with Massive APIs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Fast Proxy Experiment Design for Causal Effect Identification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Text to Blind Motion
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
Human Expertise in Algorithmic Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
Inferring stochastic low-rank recurrent neural networks from neural data
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
Model-based Diffusion for Trajectory Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Online Bayesian Persuasion Without a Clue
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Mutli-Armed Bandits with Network Interference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
DiffPO: A causal diffusion model for learning distributions of potential outcomes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1103
GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
QBB: Quantization with Binary Bases for LLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Infinite-Dimensional Feature Interaction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
Time-Constrained Robust MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Kermut: Composite kernel regression for protein variant effects
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
UDPM: Upsampling Diffusion Probabilistic Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
Active design of two-photon holographic stimulation for identifying neural population dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
Bayesian Adaptive Calibration and Optimal Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Verified Safe Reinforcement Learning for Neural Network Dynamic Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
Generative Fractional Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4904
Bayesian Identification of the Hamiltonian Inductive Bias in Dynamical Systems
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Learnability Matters: Active Learning for Video Captioning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
Private Algorithms for Stochastic Saddle Points and Variational Inequalities: Beyond Euclidean Geometry
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1312
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Linear Transformers are Versatile In-Context Learners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
Stress-Testing Capability Elicitation With Password-Locked Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
Evaluating alignment between humans and neural network representations in image-based learning tasks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Replicability in Learning: Geometric Partitions and KKM-Sperner Lemma
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1909
Optimal and Approximate Adaptive Stochastic Quantization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
Data Acquisition via Experimental Design for Data Markets
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
A Metalearned Neural Circuit for Nonparametric Bayesian Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Sample Complexity of Interventional Causal Representation Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Categorical Flow Matching on Statistical Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Derivatives of Stochastic Gradient Descent in parametric optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Doubly Mild Generalization for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
Great Minds Think Alike: The Universal Convergence Trend of Input Salience
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Learning Diffusion Priors from Observations by Expectation Maximization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Learning symmetries via weight-sharing with doubly stochastic tensors
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
Consensus Learning with Deep Sets for Essential Matrix Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5209
Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
FairJob: A Real-World Dataset for Fairness in Online Systems
[
Poster]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
Neglected Hessian component explains mysteries in sharpness regularization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
Online Relational Inference for Evolving Multi-agent Interacting Systems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2902
Accuracy is Not All You Need
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
Are Graph Neural Networks Optimal Approximation Algorithms?
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
Physics-Informed Variational State-Space Gaussian Processes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Coherent 3D Scene Diffusion From a Single RGB Image
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
Probabilistic size-and-shape functional mixed models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Soft Superpixel Neighborhood Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
The Many Faces of Optimal Weak-to-Strong Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
Constrained Diffusion Models via Dual Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4932
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
Federated Model Heterogeneous Matryoshka Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
LION: Linear Group RNN for 3D Object Detection in Point Clouds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Algorithmic progress in language models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Harnessing Multiple Correlated Networks for Exact Community Recovery
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Conditional Density Estimation with Histogram Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
What do Graph Neural Networks learn? Insights from Tropical Geometry
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
Algebraic Positional Encodings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Linear Causal Representation Learning from Unknown Multi-node Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
Virtual Scanning: Unsupervised Non-line-of-sight Imaging from Irregularly Undersampled Transients
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
Memorize What Matters: Emergent Scene Decomposition from Multitraverse
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
DiTFastAttn: Attention Compression for Diffusion Transformer Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4901
Unified Covariate Adjustment for Causal Inference
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3907
Flexible task abstractions emerge in linear networks with fast and bounded units
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
Motion Graph Unleashed: A Novel Approach to Video Prediction
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Optimal Parallelization of Boosting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Verified Code Transpilation with LLMs
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
RedPajama: an Open Dataset for Training Large Language Models
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Graphcode: Learning from multiparameter persistent homology using graph neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7301
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Marginal Causal Flows for Validation and Inference
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
Validating Climate Models with Spherical Convolutional Wasserstein Distance
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
Linear Regression using Heterogeneous Data Batches
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
UniAR: A Unified model for predicting human Attention and Responses on visual content
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
SceneCraft: Layout-Guided 3D Scene Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
Multi-Agent Coordination via Multi-Level Communication
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
Learning Action and Reasoning-Centric Image Editing from Videos and Simulation
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1212
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and RGB Data
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
EGonc : Energy-based Open-Set Node Classification with substitute Unknowns
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GS-Hider: Hiding Messages into 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
Neural Model Checking
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Instance-adaptive Zero-shot Chain-of-Thought Prompting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7300
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Euclidean distance compression via deep random features
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Multi-language Diversity Benefits Autoformalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
Addressing Bias in Online Selection with Limited Budget of Comparisons
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Efficiency for Free: Ideal Data Are Transportable Representations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Referring Human Pose and Mask Estimation In the Wild
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Reproducibility study of “LICO: Explainable Models with Language-Image Consistency"
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
Any2Policy: Learning Visuomotor Policy with Any-Modality
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
Differentiable Quantum Computing for Large-scale Linear Control
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
No Free Lunch Theorem and Black-Box Complexity Analysis for Adversarial Optimisation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
On the cohesion and separability of average-link for hierarchical agglomerative clustering
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Continuous Temporal Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
Understanding Hallucinations in Diffusion Models through Mode Interpolation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
X-Ray: A Sequential 3D Representation For Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7208
One-Step Diffusion Distillation through Score Implicit Matching
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3201
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
[
Slides]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
LLM-Check: Investigating Detection of Hallucinations in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4102
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
Comprehensive Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for the Polish Language
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4801
Fairness without Harm: An Influence-Guided Active Sampling Approach
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Evaluating the design space of diffusion-based generative models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
Symbolic Regression with a Learned Concept Library
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Artemis: Towards Referential Understanding in Complex Videos
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Conformalized Credal Set Predictors
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4910
Sequoia: Scalable and Robust Speculative Decoding
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
SPO: Sequential Monte Carlo Policy Optimisation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
Semi-Truths: A Large-Scale Dataset for Testing Robustness of AI-Generated Image Detectors
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
Learning Infinitesimal Generators of Continuous Symmetries from Data
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5310
A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
A probability contrastive learning framework for 3D molecular representation learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
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Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
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Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
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Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
A Simulation Benchmark for Autonomous Racing with Large-Scale Human Data
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Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
SAM-Guided Masked Token Prediction for 3D Scene Understanding
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Inversion-based Latent Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
Game-Traversal-Benchmark: Evaluating Planning Abilities Of Large Language Models Via Traversing 2D Game Maps
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5300
DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model
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Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
LRM-Zero: Training Large Reconstruction Models with Synthesized Data
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
$\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
Scaling Law for Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5208
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Quantum algorithm for large-scale market equilibrium computation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Memory-Efficient LLM Training with Online Subspace Descent
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7309
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4930
Make Your LLM Fully Utilize the Context
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Differentially Private Set Representations
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
Graph Neural Networks and Arithmetic Circuits
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
DiffPhyCon: A Generative Approach to Control Complex Physical Systems
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Asynchronous Perception Machine for Efficient Test Time Training
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Latent Diffusion for Neural Spiking Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
Offline Multitask Representation Learning for Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Training for Stable Explanation for Free
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Adaptive Proximal Gradient Method for Convex Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Zero-shot Image Editing with Reference Imitation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4921
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
OxonFair: A Flexible Toolkit for Algorithmic Fairness
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Rethinking Decoders for Transformer-based Semantic Segmentation: Compression is All You Need
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
On the Comparison between Multi-modal and Single-modal Contrastive Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
Piecewise deterministic generative models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
Exploring Context Window of Large Language Models via Decomposed Positional Vectors
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Deep Correlated Prompting for Visual Recognition with Missing Modalities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
A teacher-teacher framework for clinical language representation learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
SyncTweedies: A General Generative Framework Based on Synchronized Diffusions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
Information-theoretic Generalization Analysis for Expected Calibration Error
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
Mitigating Spurious Correlations via Disagreement Probability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Improved Analysis for Bandit Learning in Matching Markets
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
Zero-Shot Transfer of Neural ODEs
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Generative Modeling of Molecular Dynamics Trajectories
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
GACL: Exemplar-Free Generalized Analytic Continual Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
Credal Deep Ensembles for Uncertainty Quantification
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Slides]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Learning diffusion at lightspeed
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4908
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1102
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Unified Lexical Representation for Interpretable Visual-Language Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7307
Simplified and Generalized Masked Diffusion for Discrete Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
Continual Audio-Visual Sound Separation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
Hierarchical Selective Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2202
Constructing Semantics-Aware Adversarial Examples with Probabilistic Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
A Sober Look at the Robustness of CLIPs to Spurious Features
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7308
Iterative Methods via Locally Evolving Set Process
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Distributional Preference Alignment of LLMs via Optimal Transport
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3611
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
MADiff: Offline Multi-agent Learning with Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
High Rank Path Development: an approach to learning the filtration of stochastic processes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
LLM Circuit Analyses Are Consistent Across Training and Scale
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
What makes unlearning hard and what to do about it
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
Leveraging partial stragglers within gradient coding
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Measuring Dejavu Memorization Efficiently
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
Policy Optimization for Robust Average Reward MDPs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4923
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4924
Transductive Active Learning: Theory and Applications
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Stochastic contextual bandits with graph feedback: from independence number to MAS number
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
Preferential Normalizing Flows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4911
Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
DiffGS: Functional Gaussian Splatting Diffusion
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Distributed Least Squares in Small Space via Sketching and Bias Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
[
Slides]
[
Poster]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Poseidon: Efficient Foundation Models for PDEs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
Bridging OOD Detection and Generalization: A Graph-Theoretic View
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4938
HuRef: HUman-REadable Fingerprint for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7210
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7209
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Refusal in Language Models Is Mediated by a Single Direction
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4909
Exploration by Learning Diverse Skills through Successor State Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1811
AdaPKC: PeakConv with Adaptive Peak Receptive Field for Radar Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
4Diffusion: Multi-view Video Diffusion Model for 4D Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
Mitigating Object Hallucination via Concentric Causal Attention
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Information Re-Organization Improves Reasoning in Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Implicit Curriculum in Procgen Made Explicit
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2002
Single Image Reflection Separation via Dual-Stream Interactive Transformers
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Graph Neural Networks Do Not Always Oversmooth
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
Semantics and Spatiality of Emergent Communication
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4934
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
Clustering with Non-adaptive Subset Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
Conformalized Time Series with Semantic Features
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
Unitary Convolutions for Learning on Graphs and Groups
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7305
Diffusion Actor-Critic with Entropy Regulator
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Group-wise oracle-efficient algorithms for online multi-group learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Multi-Winner Reconfiguration
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Chain of Thoughtlessness? An Analysis of CoT in Planning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Towards Flexible Visual Relationship Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
A two-scale Complexity Measure for Deep Learning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
Towards a Scalable Reference-Free Evaluation of Generative Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
On the Saturation Effects of Spectral Algorithms in Large Dimensions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
Diffusion-Reward Adversarial Imitation Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
To Believe or Not to Believe Your LLM: IterativePrompting for Estimating Epistemic Uncertainty
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
Beyond Optimism: Exploration With Partially Observable Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
Towards Croppable Implicit Neural Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Nonstationary Sparse Spectral Permanental Process
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7302
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Variational Distillation of Diffusion Policies into Mixture of Experts
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
Theoretical guarantees in KL for Diffusion Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Spiking Token Mixer: A event-driven friendly Former structure for spiking neural networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
Molecule Generation with Fragment Retrieval Augmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Visual Perception by Large Language Model’s Weights
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
PRODuctive bandits: Importance Weighting No More
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4905
Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Learning Where to Edit Vision Transformers
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
Confidence Calibration of Classifiers with Many Classes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
Weak Supervision Performance Evaluation via Partial Identification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
AutoPSV: Automated Process-Supervised Verifier
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Learning from Offline Foundation Features with Tensor Augmentations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Attack-Resilient Image Watermarking Using Stable Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Learning to Handle Complex Constraints for Vehicle Routing Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
Where does In-context Learning \\ Happen in Large Language Models?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
Large Language Model Unlearning via Embedding-Corrupted Prompts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
Fair Secretaries with Unfair Predictions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
What matters when building vision-language models?
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
Stepwise Alignment for Constrained Language Model Policy Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
Classification Diffusion Models: Revitalizing Density Ratio Estimation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Online Weighted Paging with Unknown Weights
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
IF-Font: Ideographic Description Sequence-Following Font Generation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Derivative-enhanced Deep Operator Network
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4509
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
No-Regret Bandit Exploration based on Soft Tree Ensemble Model
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Decoupled Kullback-Leibler Divergence Loss
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
Logical characterizations of recurrent graph neural networks with reals and floats
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
Aligning to Thousands of Preferences via System Message Generalization
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3411
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Graph Learning for Numeric Planning
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
Can Simple Averaging Defeat Modern Watermarks?
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3600
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3102
Mixture of Link Predictors on Graphs
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Cross-Device Collaborative Test-Time Adaptation
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4800
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
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Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Acoustic Volume Rendering for Neural Impulse Response Fields
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
Linear Uncertainty Quantification of Graphical Model Inference
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
REDUCR: Robust Data Downsampling using Class Priority Reweighting
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Slides]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
How Does Message Passing Improve Collaborative Filtering?
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Efficient Graph Matching for Correlated Stochastic Block Models
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Statistical-Computational Trade-offs for Density Estimation
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
3D Gaussian Splatting as Markov Chain Monte Carlo
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Spectral Adapter: Fine-Tuning in Spectral Space
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
A Motion-aware Spatio-temporal Graph for Video Salient Object Ranking
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4936
Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
Mitigating Partial Observability in Decision Processes via the Lambda Discrepancy
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Towards Human-AI Complementarity with Prediction Sets
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Is Score Matching Suitable for Estimating Point Processes?
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Partially Observable Cost-Aware Active-Learning with Large Language Models
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Boosting Transferability and Discriminability for Time Series Domain Adaptation
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Robot Policy Learning with Temporal Optimal Transport Reward
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
Transformer Doctor: Diagnosing and Treating Vision Transformers
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4933
Association Pattern-aware Fusion for Biological Entity Relationship Prediction
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4903
Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4935
Multi-Head Mixture-of-Experts
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Active Learning of General Halfspaces: Label Queries vs Membership Queries
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Towards Effective Planning Strategies for Dynamic Opinion Networks
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4922
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Opponent Modeling based on Subgoal Inference
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Generative Semi-supervised Graph Anomaly Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
NVRC: Neural Video Representation Compression
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Perceptual Fairness in Image Restoration
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Dual-Personalizing Adapter for Federated Foundation Models
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7207
Wings: Learning Multimodal LLMs without Text-only Forgetting
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
ActAnywhere: Subject-Aware Video Background Generation
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
Pseudo-Private Data Guided Model Inversion Attacks
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
Supervised Kernel Thinning
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Active Classification with Few Queries under Misspecification
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
HAWK: Learning to Understand Open-World Video Anomalies
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
LiT: Unifying LiDAR "Languages" with LiDAR Translator
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OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
Approximating mutual information of high-dimensional variables using learned representations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
Beyond Slow Signs in High-fidelity Model Extraction
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Why are Visually-Grounded Language Models Bad at Image Classification?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Quantifying the Gain in Weak-to-Strong Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2607
Local Curvature Smoothing with Stein's Identity for Efficient Score Matching
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Automated Multi-level Preference for MLLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
Dense Connector for MLLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Neural Residual Diffusion Models for Deep Scalable Vision Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
Full-Atom Peptide Design with Geometric Latent Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Scalable DBSCAN with Random Projections
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
Taming Generative Diffusion Prior for Universal Blind Image Restoration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
Large language model validity via enhanced conformal prediction methods
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Diffeomorphic interpolation for efficient persistence-based topological optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Selective Explanations
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
Improving robustness to corruptions with multiplicative weight perturbations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
GFlowNet Assisted Biological Sequence Editing
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Improved learning rates in multi-unit uniform price auctions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Autoregressive Policy Optimization for Constrained Allocation Tasks
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
The Value of Reward Lookahead in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Transformers are Minimax Optimal Nonparametric In-Context Learners
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
State Space Models on Temporal Graphs: A First-Principles Study
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Variational Flow Matching for Graph Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4906
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3309
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
ANT: Adaptive Noise Schedule for Time Series Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
TAPTRv2: Attention-based Position Update Improves Tracking Any Point
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
ContextCite: Attributing Model Generation to Context
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
SpeechAlign: Aligning Speech Generation to Human Preferences
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
Déjà Vu Memorization in Vision–Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
Improved Generation of Adversarial Examples Against Safety-aligned LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
Generative Hierarchical Materials Search
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
Understanding Transformer Reasoning Capabilities via Graph Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2110
VMamba: Visual State Space Model
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation
[
Slides]
[
Poster]
[
OpenReview]
Poster Session
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D None
Poster Session 1 West
Creative AI
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Ballroom C None
Creative AI Session 3
Poster Session
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C None
Poster Session 1 East
Expo Talk Panel
Wed Dec 11 12:00 PM -- 01:00 PM (PST) @ West Meeting Room 211-214 None
Overcoming bottlenecks in AI development with flexible GPU cloud solutions
Break
Wed Dec 11 01:00 PM -- 02:30 PM (PST) None
Lunch Break
Expo Talk Panel
Wed Dec 11 01:00 PM -- 02:00 PM (PST) @ West Exhibition Hall C, B3 None
Industrial Applications of Distributional Preference Alignment of LLMs via Optimal Transport
Expo Talk Panel
Wed Dec 11 01:00 PM -- 02:00 PM (PST) @ West Meeting Room 109, 110 None
Deep tabular data
Expo Workshop
Wed Dec 11 01:00 PM -- 02:30 PM (PST) @ West Meeting Room 301 None
Streamlining Computer Vision Data Annotation with Segment Anything 2.1
Expo Workshop
Wed Dec 11 01:00 PM -- 02:30 PM (PST) @ West Meeting Room 211-214 None
Open-Sora: Democratizing Efficient Video Production for All
Expo Workshop
Wed Dec 11 01:00 PM -- 02:30 PM (PST) @ East Meeting Room 1-3 None
Hands-On AI for Everyone: Using Drones, Jumping Jacks, Gestures, and Skincare Product Labels
Expo Workshop
Wed Dec 11 01:00 PM -- 02:30 PM (PST) @ East Ballroom A, B None
Post-training LLMs: From Algorithms to Training Infrastructures
Invited Talk
Wed Dec 11 02:30 PM -- 03:30 PM (PST) @ West Exhibition Hall C, B3 None
From Seeing to Doing: Ascending the Ladder of Visual Intelligence
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
Enhancing Preference-based Linear Bandits via Human Response Time
[
OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
RL-GPT: Integrating Reinforcement Learning and Code-as-policy
[
OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design
[
OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
[
OpenReview]
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
Oral Session 2C: Reinforcement Learning
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Oral Session 2D: Generative Models
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 2C: Reinforcement Learning
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Oral Session 2B: Reinforcement Learning
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 2B: Reinforcement Learning
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Oral Session 2A: Agents
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
The Sample-Communication Complexity Trade-off in Federated Q-Learning
[
OpenReview]
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
Statistical Efficiency of Distributional Temporal Difference Learning
[
OpenReview]
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
[
OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
[
OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
[
OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
[
Slides]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
[
OpenReview]
Break
Wed Dec 11 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ West Meeting Room 109, 110 None
Can AI Save Us From Ourselves? Generative AI and Content Moderation
Expo Talk
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ West Meeting Room 301 None
EUREKA: Evaluating and Understanding Large Foundation Models
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ East Ballroom A, B None
MegaBeam-Mistral-7B: Advancing Long-Context Processing for Real-World AI Applications
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ West Exhibition Hall C, B3 None
Mastering Distributed Training: Best Practices for Scalable Model Training
Expo Talk
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ East Meeting Room 11, 12 None
Logarithmic Math in accurate and efficient AI inference accelerators
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ West Meeting Room 211-214 None
Learnings From Teams Training Large-Scale Models: Challenges and Solutions for Monitoring at Hyperscale
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ East Meeting Room 1-3 None
Empirical Rigor at Scale – or, How Not to Fool Yourself
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
Can Graph Learning Improve Planning in LLM-based Agents?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6611
Initializing Services in Interactive ML Systems for Diverse Users
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2901
LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Transferring disentangled representations: bridging the gap between synthetic and real images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6801
Putting Gale & Shapley to Work: Guaranteeing Stability Through Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4706
ARC: A Generalist Graph Anomaly Detector with In-Context Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5006
Causal Temporal Representation Learning with Nonstationary Sparse Transition
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Control and Rendering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7105
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4406
What Makes Partial-Label Learning Algorithms Effective?
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5807
Online Control with Adversarial Disturbance for Continuous-time Linear Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
Semantic Routing via Autoregressive Modeling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3404
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
SpaceByte: Towards Deleting Tokenization from Large Language Modeling
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5007
Proximal Causal Inference With Text Data
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6601
RL-GPT: Integrating Reinforcement Learning and Code-as-policy
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5008
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5009
Identifiability Guarantees for Causal Disentanglement from Purely Observational Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4203
Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5110
Marrying Causal Representation Learning with Dynamical Systems for Science
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5808
Online Composite Optimization Between Stochastic and Adversarial Environments
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6206
Differential Privacy in Scalable General Kernel Learning via $K$-means Nystr{\"o}m Random Features
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6707
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5109
Natural Counterfactuals With Necessary Backtracking
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
Parameter-Inverted Image Pyramid Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7104
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Robustly overfitting latents for flexible neural image compression
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
WildGaussians: 3D Gaussian Splatting In the Wild
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5907
Why Warmup the Learning Rate? Underlying Mechanisms and Improvements
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Towards a theory of how the structure of language is acquired by deep neural networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4403
On scalable oversight with weak LLMs judging strong LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5803
Saliency-driven Experience Replay for Continual Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5108
Ordering-Based Causal Discovery for Linear and Nonlinear Relations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5607
Realizable $H$-Consistent and Bayes-Consistent Loss Functions for Learning to Defer
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
HGDL: Heterogeneous Graph Label Distribution Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
QueST: Self-Supervised Skill Abstractions for Learning Continuous Control
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6507
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
LoD-Loc: Aerial Visual Localization using LoD 3D Map with Neural Wireframe Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6004
Fundamental Convergence Analysis of Sharpness-Aware Minimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5608
On the Complexity of Learning Sparse Functions with Statistical and Gradient Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5609
Near-Optimality of Contrastive Divergence Algorithms
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4709
Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6308
An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
Iteration Head: A Mechanistic Study of Chain-of-Thought
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Generate Universal Adversarial Perturbations for Few-Shot Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
A Gradient Accumulation Method for Dense Retriever under Memory Constraint
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
LLMDFA: Analyzing Dataflow in Code with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6506
Parallelizing Model-based Reinforcement Learning Over the Sequence Length
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Gradients of Functions of Large Matrices
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Coarse-to-Fine Concept Bottleneck Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
VideoTetris: Towards Compositional Text-to-Video Generation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6600
Automatically Learning Hybrid Digital Twins of Dynamical Systems
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4401
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5900
FUGAL: Feature-fortified Unrestricted Graph Alignment
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3909
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
EM Distillation for One-step Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
Frequency Adaptive Normalization For Non-stationary Time Series Forecasting
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Layer-Adaptive State Pruning for Deep State Space Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3505
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4810
Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6610
Boosted Conformal Prediction Intervals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5502
Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6201
Renovating Names in Open-Vocabulary Segmentation Benchmarks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4400
Uncovering Safety Risks of Large Language Models through Concept Activation Vector
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4808
Reproducibility of predictive networks for mouse visual cortex
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6910
Balancing Context Length and Mixing Times for Reinforcement Learning at Scale
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4807
LoRA-GA: Low-Rank Adaptation with Gradient Approximation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
Relational Verification Leaps Forward with RABBit
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Interpretable Concept-Based Memory Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4304
Exploiting Representation Curvature for Boundary Detection in Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Estimating Epistemic and Aleatoric Uncertainty with a Single Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4806
Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4805
Personalized Federated Learning via Feature Distribution Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5501
Fairness-Aware Estimation of Graphical Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
Continuous Product Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6109
Conformal Inverse Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
GenRec: Unifying Video Generation and Recognition with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
SlimSAM: 0.1% Data Makes Segment Anything Slim
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
Block Sparse Bayesian Learning: A Diversified Scheme
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4900
Segment Anything without Supervision
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6802
Mechanism design augmented with output advice
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5500
SureMap: Simultaneous mean estimation for single-task and multi-task disaggregated evaluation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6604
Learning World Models for Unconstrained Goal Navigation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4902
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
Streaming Long Video Understanding with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5810
Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5707
Entropy testing and its application to testing Bayesian networks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6208
Nearly Tight Black-Box Auditing of Differentially Private Machine Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7200
OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5706
Credit Attribution and Stable Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7201
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
Can neural operators always be continuously discretized?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2909
Molecule Design by Latent Prompt Transformer
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5705
Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4903
Approximately Equivariant Neural Processes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Robust Graph Neural Networks via Unbiased Aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
Learning Structure-Aware Representations of Dependent Types
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5600
Fairness-Aware Meta-Learning via Nash Bargaining
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
SpeAr: A Spectral Approach for Zero-Shot Node Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6104
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
MatFormer: Nested Transformer for Elastic Inference
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
Efficient Leverage Score Sampling for Tensor Train Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6108
Localized Adaptive Risk Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
Rethinking Imbalance in Image Super-Resolution for Efficient Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6605
Speculative Monte-Carlo Tree Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2604
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Biologically-Inspired Learning Model for Instructed Vision
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1402
Generalizable and Animatable Gaussian Head Avatar
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3809
CigTime: Corrective Instruction Generation Through Inverse Motion Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
In-Context Learning State Vector with Inner and Momentum Optimization
[
Slides]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6008
Loss Landscape Characterization of Neural Networks without Over-Parametrization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4932
Provable Benefits of Complex Parameterizations for Structured State Space Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6504
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2910
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6006
Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7206
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4503
Certified Adversarial Robustness via Randomized $\alpha$-Smoothing for Regression Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
Small coresets via negative dependence: DPPs, linear statistics, and concentration
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
Efficient Temporal Action Segmentation via Boundary-aware Query Voting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4505
RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4506
Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4909
Large Language Models Play StarCraft II:Benchmarks and A Chain of Summarization Approach
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4931
Fairness and Efficiency in Online Class Matching
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5702
Solving Sparse \& High-Dimensional-Output Regression via Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2603
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5905
SkipPredict: When to Invest in Predictions for Scheduling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6406
Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4910
PaCE: Parsimonious Concept Engineering for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6606
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally From An Ongoing Trajectory
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6503
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7000
Learning-Augmented Approximation Algorithms for Maximum Cut and Related Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4508
Learning the Latent Causal Structure for Modeling Label Noise
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4509
SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7208
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4907
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Classifier-guided Gradient Modulation for Enhanced Multimodal Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
CSPG: Crossing Sparse Proximity Graphs for Approximate Nearest Neighbor Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6007
Learning to Solve Quadratic Unconstrained Binary Optimization in a Classification Way
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6009
A Globally Optimal Portfolio for m-Sparse Sharpe Ratio Maximization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6305
Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6304
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3504
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7210
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Algorithmic Capabilities of Random Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7309
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
Enhancing LLM’s Cognition via Structurization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6704
IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Symmetry Discovery Beyond Affine Transformations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
How Control Information Influences Multilingual Text Image Generation and Editing?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6402
Multi-turn Reinforcement Learning with Preference Human Feedback
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
DeBaRA: Denoising-Based 3D Room Arrangement Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
UniGAD: Unifying Multi-level Graph Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5701
Online Estimation via Offline Estimation: An Information-Theoretic Framework
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5909
The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
Toward Efficient Inference for Mixture of Experts
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4922
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6210
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
AirSketch: Generative Motion to Sketch
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5700
Derandomizing Multi-Distribution Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6010
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6011
Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4921
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5902
Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Achieving Domain-Independent Certified Robustness via Knowledge Continuity
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4510
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Average gradient outer product as a mechanism for deep neural collapse
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7306
Low Precision Local Training is Enough for Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4511
Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6709
Batched Energy-Entropy acquisition for Bayesian Optimization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7304
Stochastic Optimal Control Matching
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
Implicit Bias of Mirror Flow on Separable Data
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4010
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6908
Reinforcement Learning with Lookahead Information
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6907
Corruption-Robust Linear Bandits: Minimax Optimality and Gap-Dependent Misspecification
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6607
Focus On What Matters: Separated Models For Visual-Based RL Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6110
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6310
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5104
Causal Discovery from Event Sequences by Local Cause-Effect Attribution
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6102
Stepping Forward on the Last Mile
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Controlled maximal variability along with reliable performance in recurrent neural networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
ResAD: A Simple Framework for Class Generalizable Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
FLAME : Factuality-Aware Alignment for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
Inference of Neural Dynamics Using Switching Recurrent Neural Networks
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5603
Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
GAVEL: Generating Games via Evolution and Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
Contextual Multinomial Logit Bandits with General Value Functions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
Score-based 3D molecule generation with neural fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
AHA: Human-Assisted Out-of-Distribution Generalization and Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5806
Communication Bounds for the Distributed Experts Problem
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6608
Multi-Reward Best Policy Identification
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
Soft Tensor Product Representations for Fully Continuous, Compositional Visual Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3002
Calibrating Reasoning in Language Models with Internal Consistency
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6803
Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6701
Efficiency of the First-Price Auction in the Autobidding World
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4100
DiffusionPDE: Generative PDE-Solving under Partial Observation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Constant Acceleration Flow
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
ProG: A Graph Prompt Learning Benchmark
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5602
On the Computational Landscape of Replicable Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
RobIR: Robust Inverse Rendering for High-Illumination Scenes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
KFNN: K-Free Nearest Neighbor For Crowdsourcing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6303
Off-Policy Selection for Initiating Human-Centric Experimental Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1100
On Softmax Direct Preference Optimization for Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7308
Entity Alignment with Noisy Annotations from Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3403
A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4911
End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4507
Few-Shot Adversarial Prompt Learning on Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3401
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
The Selective $G$-Bispectrum and its Inversion: Applications to $G$-Invariant Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6306
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Multi-Scale Representation Learning for Protein Fitness Prediction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
A Canonicalization Perspective on Invariant and Equivariant Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5911
Piecewise-Stationary Bandits with Knapsacks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5601
DLAD: Improving Logits-based Detector without Logits from Black-box LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5704
The Price of Implicit Bias in Adversarially Robust Generalization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7203
Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5708
4+3 Phases of Compute-Optimal Neural Scaling Laws
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Video Diffusion Models are Training-free Motion Interpreter and Controller
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4800
Truthful High Dimensional Sparse Linear Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4930
Structural Inference of Dynamical Systems with Conjoined State Space Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6005
Collaboration! Towards Robust Neural Methods for Routing Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4803
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7102
Spiking Transformer with Experts Mixture
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5709
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4811
One-Step Effective Diffusion Network for Real-World Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4402
Typicalness-Aware Learning for Failure Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6706
Cloud Object Detector Adaptation by Integrating Different Source Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
The motion planning neural circuit in goal-directed navigation as Lie group operator search
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Cross-video Identity Correlating for Person Re-identification Pre-training
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4708
ST$_k$: A Scalable Module for Solving Top-k Problems
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Parallel Backpropagation for Shared-Feature Visualization
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4707
A Local Method for Satisfying Interventional Fairness with Partially Known Causal Graphs
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Demystify Mamba in Vision: A Linear Attention Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5800
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4705
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5004
Intervention and Conditioning in Causal Bayesian Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4703
Fully Unconstrained Online Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6700
Contracting with a Learning Agent
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5805
Sample Complexity of Posted Pricing for a Single Item
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Learning to Embed Distributions via Maximum Kernel Entropy
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5409
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5604
Provable Benefit of Cutout and CutMix for Feature Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1611
Codec Avatar Studio: Paired Human Captures for Complete, Driveable, and Generalizable Avatars
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4701
A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6900
Nearly Optimal Approximation of Matrix Functions by the Lanczos Method
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
EMR-Merging: Tuning-Free High-Performance Model Merging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3807
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
Reconstruction of Manipulated Garment with Guided Deformation Prior
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6708
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7305
Unified Generative and Discriminative Training for Multi-modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1804
From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6209
Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7205
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7202
Improving Generalization and Convergence by Enhancing Implicit Regularization
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1710
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
LLaMo: Large Language Model-based Molecular Graph Assistant
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5503
Proportional Fairness in Non-Centroid Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Conditional Controllable Image Fusion
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5610
4-bit Shampoo for Memory-Efficient Network Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6207
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
Training Data Attribution via Approximate Unrolling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
SlimGPT: Layer-wise Structured Pruning for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1105
ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2705
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
Physics-Constrained Comprehensive Optical Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7009
Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
Learning Place Cell Representations and Context-Dependent Remapping
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4603
The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4700
Amortized Active Causal Induction with Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
Schur Nets: exploiting local structure for equivariance in higher order graph neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
Is Your LiDAR Placement Optimized for 3D Scene Understanding?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6203
DataStealing: Steal Data from Diffusion Models in Federated Learning with Multiple Trojans
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3407
Block Transformer: Global-to-Local Language Modeling for Fast Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6806
Policy Aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
A Unifying Normative Framework of Decision Confidence
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5005
DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2706
Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6409
Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5401
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3300
shapiq: Shapley Interactions for Machine Learning
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Graph Convolutions Enrich the Self-Attention in Transformers!
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
Extending Video Masked Autoencoders to 128 frames
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3700
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5809
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7008
The Sample-Communication Complexity Trade-off in Federated Q-Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5802
Robust Neural Contextual Bandit against Adversarial Corruptions
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5402
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4908
Sequential Harmful Shift Detection Without Labels
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5910
A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4407
Exploiting LLM Quantization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4801
Normalization and effective learning rates in reinforcement learning
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5505
Fair and Welfare-Efficient Constrained Multi-Matchings under Uncertainty
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7209
Self-playing Adversarial Language Game Enhances LLM Reasoning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Separations in the Representational Capabilities of Transformers and Recurrent Architectures
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
Catastrophic Goodhart: regularizing RLHF with KL divergence does not mitigate heavy-tailed reward misspecification
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5403
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5404
Nuclear Fusion Diamond Polishing Dataset
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6805
Dueling over Dessert, Mastering the Art of Repeated Cake Cutting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4602
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Vision Mamba Mender
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4901
Enhancing Preference-based Linear Bandits via Human Response Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
Latent Intrinsics Emerge from Training to Relight
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2306
Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6810
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
Conditioning non-linear and infinite-dimensional diffusion processes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6106
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
Super Consistency of Neural Network Landscapes and Learning Rate Transfer
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
Tetrahedron Splatting for 3D Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4923
The Impact of Initialization on LoRA Finetuning Dynamics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6103
Approximation-Aware Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6002
BitDelta: Your Fine-Tune May Only Be Worth One Bit
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
Can Transformers Smell Like Humans?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5509
Reproducibility Study of "Robust Fair Clustering: A Novel Fairness Attack and Defense Framework"
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5400
Norms for Managing Datasets: A Systematic Review of NeurIPS Datasets
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
Dynamic Conditional Optimal Transport through Simulation-Free Flows
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5906
From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
Towards Universal Mesh Movement Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7004
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7006
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
Consistency Diffusion Bridge Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5300
RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1312
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6012
Adam with model exponential moving average is effective for nonconvex optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4605
Fast Best-of-N Decoding via Speculative Rejection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6808
Improved Regret of Linear Ensemble Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6703
Maximizing utility in multi-agent environments by anticipating the behavior of other learners
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6508
Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4906
Induced Model Matching: Restricted Models Help Train Full-Featured Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Masked Hard-Attention Transformers Recognize Exactly the Star-Free Languages
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6906
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
On the Stability and Generalization of Meta-Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4610
Task Me Anything
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6100
Differentially Private Optimization with Sparse Gradients
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6101
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5003
Higher-Order Causal Message Passing for Experimentation with Complex Interference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6901
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6807
A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
Taming the Long Tail in Human Mobility Prediction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6904
Off-policy estimation with adaptively collected data: the power of online learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Data Distribution Valuation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
Fearless Stochasticity in Expectation Propagation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6509
Reward Machines for Deep RL in Noisy and Uncertain Environments
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4600
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7007
Adaptable Logical Control for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
Kernel PCA for Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4609
FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4209
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1212
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5408
SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
Decoding-Time Language Model Alignment with Multiple Objectives
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5703
Metric Transforms and Low Rank Representations of Kernels for Fast Attention
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7103
Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7005
B-ary Tree Push-Pull Method is Provably Efficient for Distributed Learning on Heterogeneous Data
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4210
BricksRL: A Platform for Democratizing Robotics and Reinforcement Learning Research and Education with LEGO
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3904
Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4206
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Enhancing Large Language Models through Adaptive Tokenizers
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5901
Multidimensional Fractional Programming for Normalized Cuts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6702
Aggregating Quantitative Relative Judgments: From Social Choice to Ranking Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6501
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
Subsurface Scattering for Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6609
Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4809
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6705
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Gradient Guidance for Diffusion Models: An Optimization Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5904
Nesterov acceleration despite very noisy gradients
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6400
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
On the Use of Anchoring for Training Vision Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
Structured flexibility in recurrent neural networks via neuromodulation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4920
A Theoretical Perspective for Speculative Decoding Algorithm
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2702
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1608
Aligning Diffusion Models by Optimizing Human Utility
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4710
Aligning Audio-Visual Joint Representations with an Agentic Workflow
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5606
Distribution Learning with Valid Outputs Beyond the Worst-Case
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6202
Sample-Efficient Private Learning of Mixtures of Gaussians
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Risk-Averse Fine-tuning of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5107
Sample Efficient Bayesian Learning of Causal Graphs from Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Unraveling the Gradient Descent Dynamics of Transformers
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6401
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6405
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5508
Reproducibility study of "Robust Fair Clustering: A Novel Fairness Attack and Defense Framework"
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7107
Matching the Statistical Query Lower Bound for $k$-Sparse Parity Problems with Sign Stochastic Gradient Descent
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4606
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
[Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6603
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression
[
JMLR]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6309
On Differentially Private U Statistics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5507
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5804
Online Non-convex Learning in Dynamic Environments
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5001
Causal-learn: Causal Discovery in Python
[
JMLR]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4607
DiffuserLite: Towards Real-time Diffusion Planning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
Your contrastive learning problem is secretly a distribution alignment problem
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7003
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6902
Learning from Noisy Labels via Conditional Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7307
Generalized Eigenvalue Problems with Generative Priors
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5002
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6003
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Reparameterization invariance in approximate Bayesian inference
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6804
Polynomial-Time Computation of Exact $\Phi$-Equilibria in Polyhedral Games
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Learning to Reason via Program Generation, Emulation, and Search
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5207
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
Probabilistic Graph Rewiring via Virtual Nodes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4611
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6403
Federated Ensemble-Directed Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
Splatter a Video: Video Gaussian Representation for Versatile Processing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Predicting the Performance of Foundation Models via Agreement-on-the-Line
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4501
Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4704
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
Learning Structured Representations with Hyperbolic Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5201
ActionAtlas: A VideoQA Benchmark for Fine-grained Action Recognition
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4502
Selective Generation for Controllable Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7207
An Equivalence Between Static and Dynamic Regret Minimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Diffusing Differentiable Representations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5204
PUZZLES: A Benchmark for Neural Algorithmic Reasoning
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5203
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
[
Poster]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6307
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5205
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Generating Origin-Destination Matrices in Neural Spatial Interaction Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7303
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6500
A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6510
Learning to Cooperate with Humans using Generative Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6612
Adaptive Sampling for Efficient Softmax Approximation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
Transferable Adversarial Attacks on SAM and Its Downstream Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6602
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4802
Ad Auctions for LLMs via Retrieval Augmented Generation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7100
Model Collapse Demystified: The Case of Regression
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Federated Black-Box Adaptation for Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Improving Equivariant Model Training via Constraint Relaxation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5210
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text
[
Poster]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5106
Do causal predictors generalize better to new domains?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5211
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3703
A Practitioner's Guide to Real-World Continual Multimodal Pretraining
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5406
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3903
Divergences between Language Models and Human Brains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
Self-supervised Transformation Learning for Equivariant Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4601
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4924
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7101
Transformers Represent Belief State Geometry in their Residual Stream
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4006
Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4500
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
Provable Tempered Overfitting of Minimal Nets and Typical Nets
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
A Concept-Based Explainability Framework for Large Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4608
Learning-Augmented Algorithms with Explicit Predictors
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7001
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5305
NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4711
Achieving Tractable Minimax Optimal Regret in Average Reward MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6903
Generalized Fast Exact Conformalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6205
LLM Dataset Inference: Did you train on my dataset?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7110
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7106
ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5105
Causal discovery with endogenous context variables
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6502
Policy Mirror Descent with Lookahead
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4925
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
DOFEN: Deep Oblivious Forest ENsemble
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5908
An Improved Empirical Fisher Approximation for Natural Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5903
Semidefinite Relaxations of the Gromov-Wasserstein Distance
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
$\texttt{dattri}$: A Library for Efficient Data Attribution
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6505
Belief-State Query Policies for User-Aligned Planning under Partial Observability
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
Neural Isometries: Taming Transformations for Equivariant ML
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5605
Oracle-Efficient Differentially Private Learning with Public Data
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5307
ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7109
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6302
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2704
Generative Modelling of Structurally Constrained Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
Identifying Spatio-Temporal Drivers of Extreme Events
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6107
Decision-Focused Learning with Directional Gradients
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4702
End-to-end Learnable Clustering for Intent Learning in Recommendation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5710
Robust Mixture Learning when Outliers Overwhelm Small Groups
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
Improving Neural ODE Training with Temporal Adaptive Batch Normalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4504
LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
CLIP in Mirror: Disentangling text from visual images through reflection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6408
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5309
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
Non-asymptotic Convergence of Training Transformers for Next-token Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5303
DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6105
Stopping Bayesian Optimization with Probabilistic Regret Bounds
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
Order-Independence Without Fine Tuning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Testing Semantic Importance via Betting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6800
Is Knowledge Power? On the (Im)possibility of Learning from Strategic Interactions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6301
Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5510
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
FlexCap: Describe Anything in Images in Controllable Detail
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Evaluating Copyright Takedown Methods for Language Models
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6404
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
Unlocking the Potential of Global Human Expertise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1104
Reactzyme: A Benchmark for Enzyme-Reaction Prediction
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5208
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7204
On Weak Regret Analysis for Dueling Bandits
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6000
Revisiting Ensembling in One-Shot Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2804
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Membership Inference Attacks against Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4604
Expressive Gaussian Human Avatars from Monocular RGB Video
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling
[
Slides]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6909
Statistical Efficiency of Distributional Temporal Difference Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5407
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
LoFiT: Localized Fine-tuning on LLM Representations
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7108
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6001
CoBo: Collaborative Learning via Bilevel Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
Improving Neural Network Surface Processing with Principal Curvatures
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7010
Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6710
Optimal Design for Human Preference Elicitation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5200
Through the Looking-Glass: Tracing Shifts in AI Data Consent across the Web
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2900
Continual Learning in the Frequency Domain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6809
Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6204
Exactly Minimax-Optimal Locally Differentially Private Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6300
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6410
Probing the Decision Boundaries of In-context Learning in Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4933
Optimal Multiclass U-Calibration Error and Beyond
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6200
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
The Implicit Bias of Gradient Descent on Separable Multiclass Data
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
Near-Optimal Distributionally Robust Reinforcement Learning with General $L_p$ Norms
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4904
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2703
ReplaceAnything3D: Text-Guided Object Replacement in 3D Scenes with Compositional Scene Representations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4301
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6407
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5302
SubjECTive-QA: A dataset for the subjective evaluation of answers in Earnings Call Transcripts (ECTs)
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
Mixture of Nested Experts: Adaptive Processing of Visual Tokens
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4905
3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5801
An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
Video Token Merging for Long Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4404
Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5506
Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6905
Progressive Entropic Optimal Transport Solvers
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Prediction-Powered Ranking of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
DarkSAM: Fooling Segment Anything Model to Segment Nothing
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5504
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior
[
Slides]
[
Poster]
[
OpenReview]
Creative AI
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Ballroom C None
Creative AI Session 4
Poster Session
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D None
Poster Session 2 West
Poster Session
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C None
Poster Session 2 East
Break
Thu Dec 12 07:30 AM -- 08:30 AM (PST) None
Coffee Break
Registration Desk
Thu Dec 12 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Invited Talk
Thu Dec 12 08:30 AM -- 09:30 AM (PST) @ West Exhibition Hall C, B3 None
A Match Made in Silicon: The Co-Evolution of Systems and AI
Exhibit Sponsor Hall
Thu Dec 12 09:00 AM -- 04:00 PM (PST) @ West Exhibition Hall A None
Exhibit Sponsor Hall
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ East Lobby Foyer None
Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 13 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 17 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 14 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 121, 122 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 118-120 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 217-219 None
Quiet Streaming Hangout
AI Hangout Room
Thu Dec 12 09:00 AM -- 05:00 PM (PST) @ West Lobby Foyer (Level 2) None
Streaming Hangout
Break
Thu Dec 12 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions
[
OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Not All Tokens Are What You Need for Pretraining
[
OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
[
OpenReview]
Oral
Thu Dec 12 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
[
OpenReview]
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Oral Session 3B: Natural Language Processing
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Oral Session 3A: Generative Models
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Oral Session 3D: Natural Language Processing
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Oral Session 3C: Natural Language Processing
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 3B: Natural Language Processing
Oral
Thu Dec 12 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 3C: Natural Language Processing
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
Return of Unconditional Generation: A Self-supervised Representation Generation Method
[
OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
[
OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
LLM Evaluators Recognize and Favor Their Own Generations
[
OpenReview]
Oral
Thu Dec 12 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
[
Slides]
[
OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Questioning the Survey Responses of Large Language Models
[
OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
[
OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
[
OpenReview]
Oral
Thu Dec 12 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
Learning Representations for Hierarchies with Minimal Support
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Even Sparser Graph Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Learning Goal-Conditioned Representations for Language Reward Models
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Questioning the Survey Responses of Large Language Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Neural Concept Binder
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised $h$-transform
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
KALM: Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7309
Color-Oriented Redundancy Reduction in Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5208
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
Constrained Synthesis with Projected Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
TableRAG: Million-Token Table Understanding with Language Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
Beating Adversarial Low-Rank MDPs with Unknown Transition and Bandit Feedback
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
APEBench: A Benchmark for Autoregressive Neural Emulators of PDEs
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Interpretable Generalized Additive Models for Datasets with Missing Values
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5209
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5210
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4309
DeNetDM: Debiasing by Network Depth Modulation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
DAGER: Exact Gradient Inversion for Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Structured Learning of Compositional Sequential Interventions
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5408
OpenCDA-Loop: A Closed-loop Benchmarking Platform for End-to-end Evaluation of Cooperative Perception
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4904
One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Continual Learning with Global Alignment
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4800
Unrolled denoising networks provably learn to perform optimal Bayesian inference
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
Graph neural networks and non-commuting operators
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4902
Revisiting Score Propagation in Graph Out-of-Distribution Detection
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
Active Perception for Grasp Detection via Neural Graspness Field
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Reinforcing LLM Agents via Policy Optimization with Action Decomposition
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
On the Inductive Bias of Stacking Towards Improving Reasoning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5311
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5310
$\texttt{pfl-research}$: simulation framework for accelerating research in Private Federated Learning
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
A theoretical design of concept sets: improving the predictability of concept bottleneck models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
PROSPECT PTMs: Rich Labeled Tandem Mass Spectrometry Dataset of Modified Peptides for Machine Learning in Proteomics
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
CoSy: Evaluating Textual Explanations of Neurons
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
Optimal deep learning of holomorphic operators between Banach spaces
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3411
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
Diffusion Imitation from Observation
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Diffusion Models are Certifiably Robust Classifiers
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
Confidence Regulation Neurons in Language Models
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
Accelerating Matroid Optimization through Fast Imprecise Oracles
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5309
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4603
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5307
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4805
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Compact Proofs of Model Performance via Mechanistic Interpretability
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
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Poster]
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OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
Reciprocal Learning
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Efficient Large Multi-modal Models via Visual Context Compression
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
No-regret Learning in Harmonic Games: Extrapolation in the Face of Conflicting Interests
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Amortized Eigendecomposition for Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
How to Solve Contextual Goal-Oriented Problems with Offline Datasets?
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
ChatCam: Empowering Camera Control through Conversational AI
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
QTIP: Quantization with Trellises and Incoherence Processing
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4925
3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
ChatQA: Surpassing GPT-4 on Conversational QA and RAG
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
Large Language Model Unlearning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
Cardinality-Aware Set Prediction and Top-$k$ Classification
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
Animate3D: Animating Any 3D Model with Multi-view Video Diffusion
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
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Slides]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
Using Unity to Help Solve Reinforcement Learning
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7302
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
Extensive-Form Game Solving via Blackwell Approachability on Treeplexes
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Efficient Policy Evaluation Across Multiple Different Experimental Datasets
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Complete Graphical Criterion for Sequential Covariate Adjustment in Causal Inference
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
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Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
ImageNet3D: Towards General-Purpose Object-Level 3D Understanding
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
Elucidating the Design Space of Dataset Condensation
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7208
Explaining Datasets in Words: Statistical Models with Natural Language Parameters
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
Mercury: A Code Efficiency Benchmark for Code Large Language Models
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Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1800
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
Simple and Effective Masked Diffusion Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
Yo'LLaVA: Your Personalized Language and Vision Assistant
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
Learning predictable and robust neural representations by straightening image sequences
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Exploring Molecular Pretraining Model at Scale
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2902
GFT: Graph Foundation Model with Transferable Tree Vocabulary
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Learn To be Efficient: Build Structured Sparsity in Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Make Continual Learning Stronger via C-Flat
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1312
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
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Poster]
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
First-Order Minimax Bilevel Optimization
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Iterative Reasoning Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
ScaleKD: Strong Vision Transformers Could Be Excellent Teachers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4924
Practical Shuffle Coding
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
State-free Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
SDformer: Similarity-driven Discrete Transformer For Time Series Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4102
Fast Channel Simulation via Error-Correcting Codes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
Towards Dynamic Message Passing on Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Achieving Constant Regret in Linear Markov Decision Processes
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
Simulation-Free Training of Neural ODEs on Paired Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1212
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
Equivariant Neural Diffusion for Molecule Generation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
Aligning Model Properties via Conformal Risk Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7308
MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
ReVideo: Remake a Video with Motion and Content Control
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2002
Learning Low-Rank Feature for Thorax Disease Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4206
BAKU: An Efficient Transformer for Multi-Task Policy Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
Improving Adaptivity via Over-Parameterization in Sequence Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7306
Do Multimodal Foundation Models Understand Enterprise Workflows? A Benchmark for Business Process Management Tasks
[
Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
μBench: A Microscopy Benchmark for Vision-Language Understanding
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4911
Grammar-Aligned Decoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Analysing the Generalisation and Reliability of Steering Vectors
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Time-Reversal Provides Unsupervised Feedback to LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
TAPVid-3D: A Benchmark for Tracking Any Point in 3D
[
Poster]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5403
TaskBench: Benchmarking Large Language Models for Task Automation
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
[
Slides]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
UDON: Universal Dynamic Online distillatioN for generic image representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
Dual Lagrangian Learning for Conic Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
Neuro-Symbolic Data Generation for Math Reasoning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
VHELM: A Holistic Evaluation of Vision Language Models
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Sample-Efficient Agnostic Boosting
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Sketching for Distributed Deep Learning: A Sharper Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Exponential Quantum Communication Advantage in Distributed Inference and Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4910
Bridging Geometric States via Geometric Diffusion Bridge
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5300
Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4803
Why Transformers Need Adam: A Hessian Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Online Budgeted Matching with General Bids
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Covariate Shift Corrected Conditional Randomization Test
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
Secret Collusion among AI Agents: Multi-Agent Deception via Steganography
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Linguistic Collapse: Neural Collapse in (Large) Language Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Causal Context Adjustment Loss for Learned Image Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Blind Image Restoration via Fast Diffusion Inversion
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
Learning to Decouple the Lights for 3D Face Texture Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Disentangling and mitigating the impact of task similarity for continual learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
The Prevalence of Neural Collapse in Neural Multivariate Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
Adaptive Depth Networks with Skippable Sub-Paths
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
QGFN: Controllable Greediness with Action Values
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
Implicit Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes
[
Slides]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
Physically Compatible 3D Object Modeling from a Single Image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5204
SciCode: A Research Coding Benchmark Curated by Scientists
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Meta-Learning Universal Priors Using Non-Injective Change of Variables
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
ChronoEpilogi: Scalable Time Series Selection with Multiple Solutions
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Enhancing Chess Reinforcement Learning with Graph Representation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding
[
Slides]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
LLM Evaluators Recognize and Favor Their Own Generations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
Multi-Group Proportional Representation in Retrieval
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Rethinking LLM Memorization through the Lens of Adversarial Compression
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
Edit Distance Robust Watermarks via Indexing Pseudorandom Codes
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
Large Pre-trained time series models for cross-domain Time series analysis tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
On the Noise Robustness of In-Context Learning for Text Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Causal Dependence Plots
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2907
Energy-based Epistemic Uncertainty for Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
Adversarially Robust Multi-task Representation Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
Learning Transferable Features for Implicit Neural Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4702
Efficient Adversarial Training in LLMs with Continuous Attacks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3205
How do Large Language Models Handle Multilingualism?
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7301
Monoculture in Matching Markets
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Beyond task diversity: provable representation transfer for sequential multitask linear bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
IR-CM: The Fast and Universal Image Restoration Method Based on Consistency Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
TrAct: Making First-layer Pre-Activations Trainable
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4310
BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
CogVLM: Visual Expert for Pretrained Language Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
Learning Interaction-aware 3D Gaussian Splatting for One-shot Hand Avatars
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Foundations of Multivariate Distributional Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Tight Bounds for Learning RUMs from Small Slates
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2802
Learning Better Representations From Less Data For Propositional Satisfiability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Learning-Augmented Priority Queues
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
Boosting Text-to-Video Generative Model with MLLMs Feedback
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
Right this way: Can VLMs Guide Us to See More to Answer Questions?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7304
Quantitative Convergences of Lie Group Momentum Optimizers
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1112
End-to-End Ontology Learning with Large Language Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
Sparse High Rank Adapters
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2607
AdjointDEIS: Efficient Gradients for Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
Continual Counting with Gradual Privacy Expiration
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
BERTs are Generative In-Context Learners
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
Autoregressive Image Generation without Vector Quantization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
A Foundation Model for Zero-shot Logical Query Reasoning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Score Distillation via Reparametrized DDIM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
Noise-Aware Differentially Private Regression via Meta-Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
Disentangled Representation Learning in Non-Markovian Causal Systems
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Efficient and Private Marginal Reconstruction with Local Non-Negativity
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Stochastic Optimal Control for Diffusion Bridges in Function Spaces
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
Trade-Offs of Diagonal Fisher Information Matrix Estimators
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
Interpreting the Weight Space of Customized Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Fast Rates for Bandit PAC Multiclass Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
Data curation via joint example selection further accelerates multimodal learning
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
Metrizing Weak Convergence with Maximum Mean Discrepancies
[
JMLR]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Transfer Learning for Latent Variable Network Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
Propensity Score Alignment of Unpaired Multimodal Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3102
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Approximately Pareto-optimal Solutions for Bi-Objective k-Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7307
Towards Exact Gradient-based Training on Analog In-memory Computing
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
Supra-Laplacian Encoding for Transformer on Dynamic Graphs
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
B$\oplus$LD: Boolean Logic Deep Learning
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
Autonomous Driving with Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Not Just Object, But State: Compositional Incremental Learning without Forgetting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
OwMatch: Conditional Self-Labeling with Consistency for Open-world Semi-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
Sparse Bayesian Generative Modeling for Compressive Sensing
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4906
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Conformalized Multiple Testing after Data-dependent Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GO4Align: Group Optimization for Multi-Task Alignment
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Abductive Reasoning in Logical Credal Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5100
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
SurgicAI: A Fine-grained Platform for Data Collection and Benchmarking in Surgical Policy Learning
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Graph Diffusion Policy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
Recurrent neural networks: vanishing and exploding gradients are not the end of the story
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Towards Global Optimal Visual In-Context Learning Prompt Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
Instance-Optimal Private Density Estimation in the Wasserstein Distance
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
A Simple Image Segmentation Framework via In-Context Examples
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
Not All Tokens Are What You Need for Pretraining
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Panacea: Pareto Alignment via Preference Adaptation for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
PromptFix: You Prompt and We Fix the Photo
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7210
DDK: Distilling Domain Knowledge for Efficient Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
FedGMark: Certifiably Robust Watermarking for Federated Graph Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3600
Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4909
Communication-Efficient Federated Group Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4908
Multi-modal Transfer Learning between Biological Foundation Models
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
Probablistic Emulation of a Global Climate Model with Spherical DYffusion
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
Scaling White-Box Transformers for Vision
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7209
RoPINN: Region Optimized Physics-Informed Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2102
Neural Experts: Mixture of Experts for Implicit Neural Representations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4907
Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Intrinsic Robustness of Prophet Inequality to Strategic Reward Signaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Soft ascent-descent as a stable and flexible alternative to flooding
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
Wormhole Loss for Partial Shape Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2910
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Gaussian Process Bandits for Top-k Recommendations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
Can Language Models Learn to Skip Steps?
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Exploring Adversarial Robustness of Deep State Space Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Smoke and Mirrors in Causal Downstream Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
Alias-Free Mamba Neural Operator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
Learning Segmentation from Point Trajectories
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
Hierarchical and Density-based Causal Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
Learning Optimal Tax Design in Nonatomic Congestion Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
Model Sensitivity Aware Continual Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
HumanVLA: Towards Vision-Language Directed Object Rearrangement by Physical Humanoid
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
Transfer Q-star : Principled Decoding for LLM Alignment
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
Unveiling LoRA Intrinsic Ranks via Salience Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
e-COP : Episodic Constrained Optimization of Policies
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
Spectral Editing of Activations for Large Language Model Alignment
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7305
The Space Complexity of Approximating Logistic Loss
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Theoretical Foundations of Deep Selective State-Space Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
LG-VQ: Language-Guided Codebook Learning
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2407
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
Learning from Uncertain Data: From Possible Worlds to Possible Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
Community Detection Guarantees using Embeddings Learned by Node2Vec
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Vision-Language Navigation with Energy-Based Policy
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Learning to Edit Visual Programs with Self-Supervision
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh Recovery
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Harmonizing Visual Text Comprehension and Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
GRANOLA: Adaptive Normalization for Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Convergence Analysis of Split Federated Learning on Heterogeneous Data
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
TFG: Unified Training-Free Guidance for Diffusion Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Distributed Sparse Regression via Penalization
[
JMLR]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5104
Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
Predicting Future Actions of Reinforcement Learning Agents
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5107
From Causal to Concept-Based Representation Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4509
Protecting Your LLMs with Information Bottleneck
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Improving Deep Learning Optimization through Constrained Parameter Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
RAMP: Boosting Adversarial Robustness Against Multiple $l_p$ Perturbations for Universal Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Unveiling the Tapestry of Consistency in Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Efficient $\Phi$-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
Graph Coarsening with Message-Passing Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Fast Encoder-Based 3D from Casual Videos via Point Track Processing
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Interaction-Force Transport Gradient Flows
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
Optimal Algorithms for Augmented Testing of Discrete Distributions
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
Interpolating Item and User Fairness in Multi-Sided Recommendations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Understanding Model Selection for Learning in Strategic Environments
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Qualitative Mechanism Independence
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Reranking Laws for Language Generation: A Communication-Theoretic Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4201
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
Test-Time Dynamic Image Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Geometric-Averaged Preference Optimization for Soft Preference Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Provable and Efficient Dataset Distillation for Kernel Ridge Regression
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
Multistable Shape from Shading Emerges from Patch Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5110
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Accelerating Relative Entropy Coding with Space Partitioning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
SF-V: Single Forward Video Generation Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
Fast yet Safe: Early-Exiting with Risk Control
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
A Tractable Inference Perspective of Offline RL
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
Back to the Continuous Attractor
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Graph-based Uncertainty Metrics for Long-form Language Model Generations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5008
Learning Discrete Concepts in Latent Hierarchical Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Causal Contrastive Learning for Counterfactual Regression Over Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
LOVA3: Learning to Visual Question Answering, Asking and Assessment
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
Stabilized Proximal-Point Methods for Federated Optimization
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Periodic agent-state based Q-learning for POMDPs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
Exocentric-to-Egocentric Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4801
BAN: Detecting Backdoors Activated by Neuron Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Cryptographic Hardness of Score Estimation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Cost-efficient Knowledge-based Question Answering with Large Language Models
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
Rethinking 3D Convolution in $\ell_p$-norm Space
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
Frequency-aware Generative Models for Multivariate Time Series Imputation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Energy-based Hopfield Boosting for Out-of-Distribution Detection
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
The Bayesian sampling in a canonical recurrent circuit with a diversity of inhibitory interneurons
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
RGFN: Synthesizable Molecular Generation Using GFlowNets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
Discovering Preference Optimization Algorithms with and for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Learning to Predict Structural Vibrations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Causal language modeling can elicit search and reasoning capabilities on logic puzzles
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
S-SOS: Stochastic Sum-Of-Squares for Parametric Polynomial Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
$\textit{Bifr\"ost}$: 3D-Aware Image Compositing with Language Instructions
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Local and Adaptive Mirror Descents in Extensive-Form Games
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
Improved Algorithms for Contextual Dynamic Pricing
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
Boosting Graph Pooling with Persistent Homology
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Why the Metric Backbone Preserves Community Structure
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Targeted Sequential Indirect Experiment Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Ordered Momentum for Asynchronous SGD
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Learning Macroscopic Dynamics from Partial Microscopic Observations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
Adversarial Schrödinger Bridge Matching
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Reinforcement Learning with LTL and $\omega$-Regular Objectives via Optimality-Preserving Translation to Average Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Implicit Regularization Paths of Weighted Neural Representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Leveraging Drift to Improve Sample Complexity of Variance Exploding Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
Agent Planning with World Knowledge Model
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
Dimension-free deterministic equivalents and scaling laws for random feature regression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
A Unified Framework for 3D Scene Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
Identifying Equivalent Training Dynamics
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1909
MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Binary Search with Distributional Predictions
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Statistical Multicriteria Benchmarking via the GSD-Front
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3309
Knowledge Graph Completion by Intermediate Variables Regularization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Cross-Modality Perturbation Synergy Attack for Person Re-identification
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
MAC Advice for facility location mechanism design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
PLIP: Language-Image Pre-training for Person Representation Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Transcendence: Generative Models Can Outperform The Experts That Train Them
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
On provable privacy vulnerabilities of graph representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Are We on the Right Way for Evaluating Large Vision-Language Models?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
Boundary Decomposition for Nadir Objective Vector Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4900
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
AED: Adaptable Error Detection for Few-shot Imitation Policy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Metric Flow Matching for Smooth Interpolations on the Data Manifold
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5108
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Optimizing Automatic Differentiation with Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Tolerant Algorithms for Learning with Arbitrary Covariate Shift
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
An Analysis of Elo Rating Systems via Markov Chains
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
Confident Natural Policy Gradient for Local Planning in $q_\pi$-realizable Constrained MDPs
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4901
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
Identifying General Mechanism Shifts in Linear Causal Representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4811
Geometric Trajectory Diffusion Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Aligning Large Language Models with Representation Editing: A Control Perspective
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
Improved Sample Complexity Bounds for Diffusion Model Training
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
When is Multicalibration Post-Processing Necessary?
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Geometric Exploitation for Indoor Panoramic Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Can Models Learn Skill Composition from Examples?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4923
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images
[
Poster]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Random Function Descent
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
Optimal Multi-Fidelity Best-Arm Identification
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Instruction Tuning With Loss Over Instructions
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
Multilingual Diversity Improves Vision-Language Representations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
Stepping on the Edge: Curvature Aware Learning Rate Tuners
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
Generalization Bounds via Conditional $f$-Information
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Controlling Continuous Relaxation for Combinatorial Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2201
How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
Risk-sensitive control as inference with Rényi divergence
[
OpenReview]
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
Generalized Protein Pocket Generation with Prior-Informed Flow Matching
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
John Ellipsoids via Lazy Updates
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Functional Bilevel Optimization for Machine Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
Generative Forests
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4903
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Weight decay induces low-rank attention layers
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4905
Identify Then Recommend: Towards Unsupervised Group Recommendation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Learning on Large Graphs using Intersecting Communities
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
Learning and Transferring Sparse Contextual Bigrams with Linear Transformers
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Principled Bayesian Optimization in Collaboration with Human Experts
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
Fast samplers for Inverse Problems in Iterative Refinement models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
Regret Minimization in Stackelberg Games with Side Information
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
Prune and Repaint: Content-Aware Image Retargeting for any Ratio
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
Learning-Augmented Dynamic Submodular Maximization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
On the Scalability of Certified Adversarial Robustness with Generated Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
Thought of Search: Planning with Language Models Through The Lens of Efficiency
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
The tree autoencoder model, with application to hierarchical data visualization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
Contextual Bilevel Reinforcement Learning for Incentive Alignment
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Prediction with Action: Visual Policy Learning via Joint Denoising Process
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
Deep Learning in Medical Image Registration: Magic or Mirage?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
Cascade Speculative Drafting for Even Faster LLM Inference
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
VISA: Variational Inference with Sequential Sample-Average Approximations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Dissecting the Failure of Invariant Learning on Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
OPEL: Optimal Transport Guided ProcedurE Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
Compressing Large Language Models using Low Rank and Low Precision Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
Randomized Strategic Facility Location with Predictions
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Implicit Regularization of Decentralized Gradient Descent for Sparse Regression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
User-item fairness tradeoffs in recommendations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
MotionCraft: Physics-Based Zero-Shot Video Generation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
Toward Approaches to Scalability in 3D Human Pose Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Universal Rates for Active Learning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-Object Demand-driven Navigation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
Deep Graph Mating
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
Mirror and Preconditioned Gradient Descent in Wasserstein Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
Entrywise error bounds for low-rank approximations of kernel matrices
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
Deep Equilibrium Algorithmic Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
Discrete-state Continuous-time Diffusion for Graph Generation
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
MARPLE: A Benchmark for Long-Horizon Inference
[
Poster]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
Distributed-Order Fractional Graph Operating Network
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
Improving the Training of Rectified Flows
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Can Learned Optimization Make Reinforcement Learning Less Difficult?
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3907
Precipitation Downscaling with Spatiotemporal Video Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5009
Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5202
OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset
[
Poster]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
Unveiling Encoder-Free Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
Explanations that reveal all through the definition of encoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
AGILE: A Novel Reinforcement Learning Framework of LLM Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7207
Monomial Matrix Group Equivariant Neural Functional Networks
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
Dual-Diffusion for Binocular 3D Human Pose Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Cross-model Control: Improving Multiple Large Language Models in One-time Training
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
When does perceptual alignment benefit vision representations?
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
Task-oriented Time Series Imputation Evaluation via Generalized Representers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
Recurrent Reinforcement Learning with Memoroids
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
UniTS: A Unified Multi-Task Time Series Model
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
Error Analysis of Spherically Constrained Least Squares Reformulation in Solving the Stackelberg Prediction Game
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
DiffSF: Diffusion Models for Scene Flow Estimation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Quantum Deep Equilibrium Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
The Art of Saying No: Contextual Noncompliance in Language Models
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2110
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Adaptive Experimentation When You Can't Experiment
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
Linking In-context Learning in Transformers to Human Episodic Memory
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
What If the Input is Expanded in OOD Detection?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Learning Distributions on Manifolds with Free-Form Flows
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
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OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3007
Pure Message Passing Can Estimate Common Neighbor for Link Prediction
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
Honor Among Bandits: No-Regret Learning for Online Fair Division
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
Offline Behavior Distillation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
Open-Vocabulary Object Detection via Language Hierarchy
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
A Modular Conditional Diffusion Framework for Image Reconstruction
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
Universal In-Context Approximation By Prompting Fully Recurrent Models
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Improving Gloss-free Sign Language Translation by Reducing Representation Density
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
On Affine Homotopy between Language Encoders
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
CV-VAE: A Compatible Video VAE for Latent Generative Video Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
Learning from Pattern Completion: Self-supervised Controllable Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm
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Poster]
[
OpenReview]
Poster Session
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D None
Poster Session 3 West
Poster Session
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C None
Poster Session 3 East
Creative AI
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Ballroom C None
Creative AI Session 5
Affinity Event
Thu Dec 12 12:00 PM -- 02:00 PM (PST) @ West Meeting Room 201 None
Neurodiversity Workshop
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Slides]
Break
Thu Dec 12 01:00 PM -- 02:30 PM (PST) None
Lunch Break
Affinity Event
Thu Dec 12 02:30 PM -- 06:00 PM (PST) @ West Meeting Room 201 None
Indigenous in AI/ML
Invited Talk
Thu Dec 12 02:30 PM -- 03:30 PM (PST) @ West Exhibition Hall C, B3 None
From Diffusion Models to Schrödinger Bridges
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
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OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation
[
OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
DenoiseRep: Denoising Model for Representation Learning
[
OpenReview]
Oral
Thu Dec 12 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
DevBench: A multimodal developmental benchmark for language learning
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Oral Session 4B: Diffusion-based Models
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
Oral Session 4A: Natural Language Processing
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 4D: Machine Vision
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Oral Session 4D: Machine Vision
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Oral Session 4C: Diffusion-based Models, Mathematics
Oral
Thu Dec 12 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 4A: Natural Language Processing
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
Stylus: Automatic Adapter Selection for Diffusion Models
[
OpenReview]
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
[
OpenReview]
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
Oral
Thu Dec 12 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
Improved Distribution Matching Distillation for Fast Image Synthesis
[
OpenReview]
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Guiding a Diffusion Model with a Bad Version of Itself
[
OpenReview]
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
[
Slides]
Oral
Thu Dec 12 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
[
OpenReview]
Break
Thu Dec 12 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Bayesian Online Natural Gradient (BONG)
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
Bridge the Modality and Capability Gaps in Vision-Language Model Selection
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4500
Multiclass Transductive Online Learning
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4400
GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
What does guidance do? A fine-grained analysis in a simple setting
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4604
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6604
Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
Self-Guided Masked Autoencoder
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
On the Surprising Effectiveness of Attention Transfer for Vision Transformers
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6310
Revisiting Differentially Private ReLU Regression
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4708
Instruction-Guided Visual Masking
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7107
Easy Regional Contrastive Learning of Expressive Fashion Representations
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5609
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
Gated Slot Attention for Efficient Linear-Time Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
Nonlinear dynamics of localization in neural receptive fields
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
An Analysis of Tokenization: Transformers under Markov Data
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4903
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5500
The Sample Complexity of Gradient Descent in Stochastic Convex Optimization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4507
Length Optimization in Conformal Prediction
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5907
Optimal Scalarizations for Sublinear Hypervolume Regret
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5906
Hyperbolic Embeddings of Supervised Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6101
OptEx: Expediting First-Order Optimization with Approximately Parallelized Iterations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4703
realSEUDO for real-time calcium imaging analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
On the Reproducibility of: "Learning Perturbations to Explain Time Series Predictions"
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
Selective Attention: Enhancing Transformer through Principled Context Control
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5807
Barely Random Algorithms and Collective Metrical Task Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3000
Long-form factuality in large language models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6004
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5607
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4810
LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4807
On the Power of Decision Trees in Auto-Regressive Language Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
Smoothie: Label Free Language Model Routing
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
Data-Efficient Learning with Neural Programs
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
Language Model as Visual Explainer
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7109
Robust Sparse Regression with Non-Isotropic Designs
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Aligning LLM Agents by Learning Latent Preference from User Edits
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5510
DevBench: A multimodal developmental benchmark for language learning
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Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
RETR: Multi-View Radar Detection Transformer for Indoor Perception
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5002
Causal Imitation for Markov Decision Processes: a Partial Identification Approach
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
A Label is Worth A Thousand Images in Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6606
Adaptive Exploration for Data-Efficient General Value Function Evaluations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4711
Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
Poisson Variational Autoencoder
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4210
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Universal Sample Coding
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6407
First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
Testing Calibration in Nearly-Linear Time
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4705
Cell ontology guided transcriptome foundation model
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
COLD: Causal reasOning in cLosed Daily activities
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1100
Generating Highly Designable Proteins with Geometric Algebra Flow Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5408
Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5803
Queueing Matching Bandits with Preference Feedback
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
CountGD: Multi-Modal Open-World Counting
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
xLSTM: Extended Long Short-Term Memory
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
HYDRA: Model Factorization Framework for Black-Box LLM Personalization
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
Moving Off-the-Grid: Scene-Grounded Video Representations
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5006
Interventional Causal Discovery in a Mixture of DAGs
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5106
IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1710
Transformers on Markov data: Constant depth suffices
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
AutoMix: Automatically Mixing Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
MeMo: Meaningful, Modular Controllers via Noise Injection
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4510
Elliptical Attention
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6301
SPEAR: Exact Gradient Inversion of Batches in Federated Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1112
Towards Visual Text Design Transfer Across Languages
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Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6600
Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6309
Scalable DP-SGD: Shuffling vs. Poisson Subsampling
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6210
Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5508
Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations
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Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Distributional Successor Features Enable Zero-Shot Policy Optimization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5202
Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models
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Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6612
Simplifying Constraint Inference with Inverse Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7101
Amortizing intractable inference in diffusion models for vision, language, and control
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5009
Kuro Siwo: 33 billion $m^2$ under the water. A global multi-temporal satellite dataset for rapid flood mapping
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5308
BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7000
EffiBench: Benchmarking the Efficiency of Automatically Generated Code
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6405
A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
OSLO: One-Shot Label-Only Membership Inference Attacks
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
LAVIB: A Large-scale Video Interpolation Benchmark
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6602
Few-Shot Task Learning through Inverse Generative Modeling
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
UniMTS: Unified Pre-training for Motion Time Series
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5107
GeoPlant: Spatial Plant Species Prediction Dataset.
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
CIFD: Controlled Information Flow to Enhance Knowledge Distillation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
Alignment for Honesty
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5200
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6202
Optimization Can Learn Johnson Lindenstrauss Embeddings
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2909
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6901
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
Retrieval & Fine-Tuning for In-Context Tabular Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5205
MultiOrg: A Multi-rater Organoid-detection Dataset
[
Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5206
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages
[
Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5210
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages
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Poster]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5211
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5311
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5904
SAMPa: Sharpness-aware Minimization Parallelized
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5301
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents
[
Poster]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5400
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5402
Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5404
PowerGraph: A power grid benchmark dataset for graph neural networks
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5405
WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games
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Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5406
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
ImageNet++: A Large-Scale Benchmark of Data Curation Strategies
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4006
A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics
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Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4402
Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous Driving
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
Light Unbalanced Optimal Transport
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5410
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1102
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
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Slides]
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
On conditional diffusion models for PDE simulations
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5908
Accelerating Non-Maximum Suppression: A Graph Theory Perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7003
Score-Optimal Diffusion Schedules
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
SegVol: Universal and Interactive Volumetric Medical Image Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6302
Public-data Assisted Private Stochastic Optimization: Power and Limitations
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7001
$\texttt{Model-GLUE}$: Democratized LLM Scaling for A Large Model Zoo in the Wild
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6708
Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5507
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
Provably Safe Neural Network Controllers via Differential Dynamic Logic
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5305
Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization
[
Poster]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
Humanoid Locomotion as Next Token Prediction
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Few-Shot Diffusion Models Escape the Curse of Dimensionality
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4805
Continual learning with the neural tangent ensemble
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6706
Text-Aware Diffusion for Policy Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
A StrongREJECT for Empty Jailbreaks
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4600
Slight Corruption in Pre-training Data Makes Better Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
Chain-of-Thought Unfaithfulness as Disguised Accuracy
[
Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
A scalable generative model for dynamical system reconstruction from neuroimaging data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Mixture of Tokens: Continuous MoE through Cross-Example Aggregation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
Bridge the Points: Graph-based Few-shot Segment Anything Semantically
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6403
QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6007
Directional Smoothness and Gradient Methods: Convergence and Adaptivity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6304
Certified Machine Unlearning via Noisy Stochastic Gradient Descent
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
A Polar coordinate system represents syntax in large language models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Federated Learning over Connected Modes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
Mutual Information Estimation via Normalizing Flows
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5705
A Universal Growth Rate for Learning with Smooth Surrogate Losses
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5909
Universal Online Convex Optimization with $1$ Projection per Round
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5108
WikiDO: Evaluating Out-of-Distribution Generalization of Vision-Language Models in Cross-Modal Retrieval
[
Slides]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4709
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6704
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5709
Prospective Learning: Learning for a Dynamic Future
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5710
Optimal Hypothesis Selection in (Almost) Linear Time
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5008
Causal vs. Anticausal merging of predictors
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
On the Role of Attention Masks and LayerNorm in Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3703
MiSO: Optimizing brain stimulation to create neural activity states
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3002
Limits of Transformer Language Models on Learning to Compose Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
Analyzing & Reducing the Need for Learning Rate Warmup in GPT Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6307
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Online Posterior Sampling with a Diffusion Prior
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4902
$\text{ID}^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
Quadratic Quantum Variational Monte Carlo
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
Amortized Fourier Neural Operators
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5800
Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4610
Approaching Human-Level Forecasting with Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Truthfulness of Calibration Measures
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6900
Bandits with Abstention under Expert Advice
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5910
Stochastic Newton Proximal Extragradient Method
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5203
Markov Equivalence and Consistency in Differentiable Structure Learning
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4401
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5109
HourVideo: 1-Hour Video-Language Understanding
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5207
Quantifying the Bitter Lesson: How Safety Benchmarks Measure Capabilities Instead of Safety
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6605
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4206
Self-Calibrating Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5707
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
Zipfian Whitening
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5300
RedCode: Multi-dimensional Safety Benchmark for Code Agents
[
Slides]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7102
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6503
Sample-Efficient Constrained Reinforcement Learning with General Parameterization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2705
Graph Classification via Reference Distribution Learning: Theory and Practice
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
HOPE: Shape Matching Via Aligning Different K-hop Neighbourhoods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6800
On Tractable $\Phi$-Equilibria in Non-Concave Games
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Stylus: Automatic Adapter Selection for Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3700
Flexible Context-Driven Sensory Processing in Dynamical Vision Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6203
Generative Adversarial Model-Based Optimization via Source Critic Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
Faster Local Solvers for Graph Diffusion Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
Low Degree Hardness for Broadcasting on Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2306
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5600
How Does Black-Box Impact the Learning Guarantee of Stochastic Compositional Optimization?
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6406
iVideoGPT: Interactive VideoGPTs are Scalable World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6108
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
Efficient Centroid-Linkage Clustering
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
Toxicity Detection for Free
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5001
Learning Discrete Latent Variable Structures with Tensor Rank Conditions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6801
Team-Fictitious Play for Reaching Team-Nash Equilibrium in Multi-team Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Transfer Learning for Diffusion Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6107
Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
Group and Shuffle: Efficient Structured Orthogonal Parametrization
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5601
Learning Social Welfare Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5602
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6501
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6809
Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
Temporal-Difference Learning Using Distributed Error Signals
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5805
Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Mixed Dynamics In Linear Networks: Unifying the Lazy and Active Regimes
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5603
Credal Learning Theory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7005
Optimal Batched Best Arm Identification
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Expanding Sparse Tuning for Low Memory Usage
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4505
Learning Identifiable Factorized Causal Representations of Cellular Responses
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6207
Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
Matryoshka Query Transformer for Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1104
Toward Semantic Gaze Target Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6002
Provably Faster Algorithms for Bilevel Optimization via Without-Replacement Sampling
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6910
Learning Equilibria in Adversarial Team Markov Games: A Nonconvex-Hidden-Concave Min-Max Optimization Problem
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1105
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5703
Stochastic Zeroth-Order Optimization under Strongly Convexity and Lipschitz Hessian: Minimax Sample Complexity
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5506
Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6408
Distributional Reinforcement Learning with Regularized Wasserstein Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6500
Learning Distinguishable Trajectory Representation with Contrastive Loss
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6106
Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5604
Contextual Decision-Making with Knapsacks Beyond the Worst Case
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
Automatic Outlier Rectification via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
Efficient Streaming Algorithms for Graphlet Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
STONE: A Submodular Optimization Framework for Active 3D Object Detection
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5606
Data subsampling for Poisson regression with pth-root-link
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4509
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4511
Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
LLaNA: Large Language and NeRF Assistant
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5608
Language Generation in the Limit
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
ProxyFusion: Face Feature Aggregation Through Sparse Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6601
Policy Improvement using Language Feedback Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
Relational Concept Bottleneck Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Sample Selection via Contrastive Fragmentation for Noisy Label Regression
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6409
Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6105
Achieving Linear Convergence with Parameter-Free Algorithms in Decentralized Optimization
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
ESPACE: Dimensionality Reduction of Activations for Model Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6810
Constrained Binary Decision Making
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5103
Adaptive Passive-Aggressive Framework for Online Regression with Side Information
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Who's asking? User personas and the mechanics of latent misalignment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
The Expressive Capacity of State Space Models: A Formal Language Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6205
Stochastic Optimization Schemes for Performative Prediction with Nonconvex Loss
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Spiking Graph Neural Network on Riemannian Manifolds
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5911
Mixture of Experts Meets Prompt-Based Continual Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6012
Neur2BiLO: Neural Bilevel Optimization
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
Foundation Inference Models for Markov Jump Processes
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6701
Persistent Test-time Adaptation in Recurring Testing Scenarios
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5004
Interventionally Consistent Surrogates for Complex Simulation Models
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4506
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4304
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6102
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7100
Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
Boosting Vision-Language Models with Transduction
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
QKFormer: Hierarchical Spiking Transformer using Q-K Attention
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Dual Cone Gradient Descent for Training Physics-Informed Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
Q-VLM: Post-training Quantization for Large Vision-Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3904
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6508
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
SimGen: Simulator-conditioned Driving Scene Generation
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6404
CALE: Continuous Arcade Learning Environment
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
Benign overfitting in leaky ReLU networks with moderate input dimension
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4809
Set-based Neural Network Encoding Without Weight Tying
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Pre-trained Large Language Models Use Fourier Features to Compute Addition
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Are Self-Attentions Effective for Time Series Forecasting?
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
LocCa: Visual Pretraining with Location-aware Captioners
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7200
In-Context Learning with Representations: Contextual Generalization of Trained Transformers
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5704
Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6909
Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear $q^\pi$-Realizability and Concentrability
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6805
Randomized Truthful Auctions with Learning Agents
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Evidence of Learned Look-Ahead in a Chess-Playing Neural Network
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6000
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5100
FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6707
Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3903
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5901
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4601
Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6907
Operator World Models for Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
HydraViT: Stacking Heads for a Scalable ViT
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
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OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
CAT3D: Create Anything in 3D with Multi-View Diffusion Models
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3103
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
RMLR: Extending Multinomial Logistic Regression into General Geometries
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7201
Replicable Uniformity Testing
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6206
Contextual Linear Optimization with Bandit Feedback
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6807
Accelerated Regularized Learning in Finite N-Person Games
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7202
From Chaos to Clarity: 3DGS in the Dark
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
Full-Distance Evasion of Pedestrian Detectors in the Physical World
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
Black-Box Forgetting
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5902
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
Fetch and Forge: Efficient Dataset Condensation for Object Detection
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6607
Finding good policies in average-reward Markov Decision Processes without prior knowledge
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Learning Cooperative Trajectory Representations for Motion Forecasting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3407
Learning De-Biased Representations for Remote-Sensing Imagery
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4602
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Fight Back Against Jailbreaking via Prompt Adversarial Tuning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6001
Semi-Discrete Optimal Transport: Nearly Minimax Estimation With Stochastic Gradient Descent and Adaptive Entropic Regularization
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6006
Inexact Augmented Lagrangian Methods for Conic Optimization: Quadratic Growth and Linear Convergence
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OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5903
Parameter-free Clipped Gradient Descent Meets Polyak
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6700
Efficient Discrepancy Testing for Learning with Distribution Shift
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6410
State Chrono Representation for Enhancing Generalization in Reinforcement Learning
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6608
Uniform Last-Iterate Guarantee for Bandits and Reinforcement Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
CALANet: Cheap All-Layer Aggregation for Human Activity Recognition
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4203
Counterfactual Fairness by Combining Factual and Counterfactual Predictions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
Zero-Shot Tokenizer Transfer
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4806
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6906
The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
ReMoDetect: Reward Models Recognize Aligned LLM's Generations
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
Hypothesis Testing the Circuit Hypothesis in LLMs
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5502
Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness
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Slides]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3909
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6110
Efficient Combinatorial Optimization via Heat Diffusion
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
Stealth edits to large language models
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7204
Persistence Homology Distillation for Semi-supervised Continual Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
Recognize Any Regions
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
einspace: Searching for Neural Architectures from Fundamental Operations
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
SSDM: Scalable Speech Dysfluency Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6504
Learning Successor Features the Simple Way
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
Bridging the Divide: Reconsidering Softmax and Linear Attention
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5808
Online Adaptation of Language Models with a Memory of Amortized Contexts
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
Learning Human-like Representations to Enable Learning Human Values
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5804
WATT: Weight Average Test Time Adaptation of CLIP
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
Improved Distribution Matching Distillation for Fast Image Synthesis
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
Out-of-Distribution Detection with a Single Unconditional Diffusion Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4803
DisCEdit: Model Editing by Identifying Discriminative Components
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
YOLOv10: Real-Time End-to-End Object Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
LIVE: Learnable In-Context Vector for Visual Question Answering
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6808
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5701
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6804
Safe Exploitative Play with Untrusted Type Beliefs
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
FIFO-Diffusion: Generating Infinite Videos from Text without Training
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4800
On the Necessity of Collaboration for Online Model Selection with Decentralized Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5501
A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds
[
JMLR]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6603
Imitating Language via Scalable Inverse Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4900
Going Beyond Heuristics by Imposing Policy Improvement as a Constraint
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7103
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4901
Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5505
$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5802
Optimal Clustering with Bandit Feedback
[
JMLR]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
An End-To-End Graph Attention Network Hashing for Cross-Modal Retrieval
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5007
Discovery of the Hidden World with Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $\alpha$-NeuS
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6104
LoQT: Low-Rank Adapters for Quantized Pretraining
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
Unsupervised Object Detection with Theoretical Guarantees
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3401
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5003
Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
Reasons and Solutions for the Decline in Model Performance after Editing
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4606
L4GM: Large 4D Gaussian Reconstruction Model
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Is Programming by Example solved by LLMs?
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
DenoiseRep: Denoising Model for Representation Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
The GAN is dead; long live the GAN! A Modern GAN Baseline
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6905
Diffusion-based Curriculum Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7208
Learning Bregman Divergences with Application to Robustness
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5509
GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
Can large language models explore in-context?
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6705
Gated Inference Network: Inference and Learning State-Space Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
Learning diverse causally emergent representations from time series data
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6502
Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
Enhancing Domain Adaptation through Prompt Gradient Alignment
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5801
Toward Global Convergence of Gradient EM for Over-Paramterized Gaussian Mixture Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5700
Accelerating ERM for data-driven algorithm design using output-sensitive techniques
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7203
Calibrated Self-Rewarding Vision Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
Multi-Instance Partial-Label Learning with Margin Adjustment
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Representation Noising: A Defence Mechanism Against Harmful Finetuning
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6005
Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
Ultrafast classical phylogenetic method beats large protein language models on variant effect prediction
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2804
MambaLRP: Explaining Selective State Space Sequence Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Depth Anything V2
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
MeLLoC: Lossless Compression with High-order Mechanism Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4403
Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4407
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7206
Mixture of Demonstrations for In-Context Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6401
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6010
Learning Cut Generating Functions for Integer Programming
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6902
The Power of Hard Attention Transformers on Data Sequences: A formal language theoretic perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
Exploring DCN-like architecture for fast image generation with arbitrary resolution
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling
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Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Geometry of naturalistic object representations in recurrent neural network models of working memory
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
Generating compositional scenes via Text-to-image RGBA Instance Generation
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
RCDN: Towards Robust Camera-Insensitivity Collaborative Perception via Dynamic Feature-based 3D Neural Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6109
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6703
Universality in Transfer Learning for Linear Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7207
BendVLM: Test-Time Debiasing of Vision-Language Embeddings
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4801
Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descent
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5702
Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4804
UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5708
Transductive Learning is Compact
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
Understanding Information Storage and Transfer in Multi-Modal Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6008
Universality of AdaGrad Stepsizes for Stochastic Optimization: Inexact Oracle, Acceleration and Variance Reduction
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OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6611
Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7205
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4603
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6208
How to Boost Any Loss Function
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4010
Constrained Sampling with Primal-Dual Langevin Monte Carlo
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6402
Is Value Learning Really the Main Bottleneck in Offline RL?
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4609
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks?
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6303
Attack-Aware Noise Calibration for Differential Privacy
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6802
The Secretary Problem with Predicted Additive Gap
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6509
PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4808
Towards Neuron Attributions in Multi-Modal Large Language Models
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6803
Paths to Equilibrium in Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
Instructor-inspired Machine Learning for Robust Molecular Property Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Learning 1D Causal Visual Representation with De-focus Attention Networks
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
CLIPAway: Harmonizing focused embeddings for removing objects via diffusion models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5706
Least Squares Regression Can Exhibit Under-Parameterized Double Descent
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
Conditional Synthesis of 3D Molecules with Time Correction Sampler
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
Towards Unsupervised Model Selection for Domain Adaptive Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Long-range Brain Graph Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5806
Dealing with Synthetic Data Contamination in Online Continual Learning
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1312
Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4502
Active, anytime-valid risk controlling prediction sets
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6908
A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4707
Revisiting motion information for RGB-Event tracking with MOT philosophy
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
Vivid-ZOO: Multi-View Video Generation with Diffusion Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5503
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6009
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
$\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4702
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3408
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
A Functional Extension of Semi-Structured Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7008
BackTime: Backdoor Attacks on Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7007
Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Information-theoretic Limits of Online Classification with Noisy Labels
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7009
Mixtures of Experts for Audio-Visual Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Accelerating Blockwise Parallel Language Models with Draft Refinement
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6308
Banded Square Root Matrix Factorization for Differentially Private Model Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4802
MoVA: Adapting Mixture of Vision Experts to Multimodal Context
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6305
Faster Differentially Private Top-$k$ Selection: A Joint Exponential Mechanism with Pruning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Enriching Disentanglement: From Logical Definitions to Quantitative Metrics
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4605
KnowGPT: Knowledge Graph based Prompting for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6510
Model-Based Transfer Learning for Contextual Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5610
The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6610
Oracle-Efficient Reinforcement Learning for Max Value Ensembles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6306
On the Computational Complexity of Private High-dimensional Model Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3704
Neural Embeddings Rank: Aligning 3D latent dynamics with movements
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5905
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6300
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1212
Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4607
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4608
Online Classification with Predictions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6003
A Framework for Bilevel Optimization on Riemannian Manifolds
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2901
Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6609
Near-Minimax-Optimal Distributional Reinforcement Learning with a Generative Model
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
PointMamba: A Simple State Space Model for Point Cloud Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2900
Transcoders find interpretable LLM feature circuits
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6904
Oja's Algorithm for Streaming Sparse PCA
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
SCOREQ: Speech Quality Assessment with Contrastive Regression
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2910
Learning to Assist Humans without Inferring Rewards
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Pre-training Differentially Private Models with Limited Public Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6201
ADOPT: Modified Adam Can Converge with Any $\beta_2$ with the Optimal Rate
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4301
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
Knowledge Circuits in Pretrained Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3809
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
Preference Learning Algorithms Do Not Learn Preference Rankings
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6710
NeoRL: Efficient Exploration for Nonepisodic RL
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
Recurrent neural network dynamical systems for biological vision
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5900
Invariant subspaces and PCA in nearly matrix multiplication time
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
Approximation Rate of the Transformer Architecture for Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5005
Learning Mixtures of Unknown Causal Interventions
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5809
Bandits with Ranking Feedback
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5110
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
[
Poster]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
On Socially Fair Low-Rank Approximation and Column Subset Selection
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4611
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5810
Improved Regret for Bandit Convex Optimization with Delayed Feedback
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
Evaluating the World Model Implicit in a Generative Model
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6204
Disentangling Linear Quadratic Control with Untrusted ML Predictions
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6209
Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4700
Embedding-Aligned Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7108
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7106
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6806
Fair Allocation in Dynamic Mechanism Design
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6709
Opponent Modeling with In-context Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
VisMin: Visual Minimal-Change Understanding
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6506
Safety through feedback in Constrained RL
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
Towards training digitally-tied analog blocks via hybrid gradient computation
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7110
IPO: Interpretable Prompt Optimization for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Guiding a Diffusion Model with a Bad Version of Itself
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Large Scale Transfer Learning for Tabular Data via Language Modeling
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6100
Self-Labeling the Job Shop Scheduling Problem
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6507
Adversarially Robust Decision Transformer
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6702
One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Fine-Tuning is Fine, if Calibrated
[
Slides]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6400
Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
Extracting Training Data from Molecular Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6011
Discretely beyond $1/e$: Guided Combinatorial Algortihms for Submodular Maximization
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
Map It Anywhere: Empowering BEV Map Prediction using Large-scale Public Datasets
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
InversionView: A General-Purpose Method for Reading Information from Neural Activations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7104
LeDex: Training LLMs to Better Self-Debug and Explain Code
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5605
On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6103
Pipeline Parallelism with Controllable Memory
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4904
Towards the Dynamics of a DNN Learning Symbolic Interactions
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7010
SGLang: Efficient Execution of Structured Language Model Programs
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Constrained Diffusion with Trust Sampling
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5407
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
Transformers need glasses! Information over-squashing in language tasks
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
Grasp as You Say: Language-guided Dexterous Grasp Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4503
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
SpeedLoader: An I/O efficient scheme for heterogeneous and distributed LLM operation
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4501
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4508
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7105
Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization
[
OpenReview]
Creative AI
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Ballroom C None
Creative AI Session 6
Poster Session
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D None
Poster Session 4 West
Poster Session
Thu Dec 12 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C None
Poster Session 4 East
Affinity Event
Thu Dec 12 07:30 PM -- 08:50 PM (PST) @ East Meeting Room 16 None
Bridging the Future
Break
Fri Dec 13 07:30 AM -- 08:30 AM (PST) None
Coffee Break
Registration Desk
Fri Dec 13 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Invited Talk
Fri Dec 13 08:30 AM -- 09:30 AM (PST) @ West Exhibition Hall C, B3 None
Learning for Interaction and Interaction for Learning
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ West Lobby Foyer (Level 2) None
Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 217-219 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 17 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 13 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 121, 122 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ East Lobby Foyer None
Streaming Hangout
Quiet Streaming Hangout
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 14 None
Quiet Streaming Hangout
AI Hangout Room
Fri Dec 13 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 118-120 None
Quiet Streaming Hangout
Break
Fri Dec 13 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
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Slides]
[
OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
[
OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
[
OpenReview]
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Oral Session 5C: Machine Vision
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Oral Session 5A: Graph Neural Networks
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Oral Session 5B: Graph Neural Networks, Causal Inference
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 5B: Graph Neural Networks, Causal Inference
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 5D: Machine Learning and Science
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Oral Session 5D: Machine Learning and Science
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
[
OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
[
OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
Do Finetti: On Causal Effects for Exchangeable Data
[
OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
Convolutional Differentiable Logic Gate Networks
[
OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Learning Formal Mathematics From Intrinsic Motivation
[
OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments
[
Slides]
[
OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
[
OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Scale Equivariant Graph Metanetworks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2102
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
User-Creator Feature Polarization in Recommender Systems with Dual Influence
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Strategic Linear Contextual Bandits
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1810
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
Generalization Analysis for Label-Specific Representation Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
A Bayesian Approach to Data Point Selection
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Action Imitation in Common Action Space for Customized Action Image Synthesis
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Convolutional Differentiable Logic Gate Networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Understanding and Improving Training-free Loss-based Diffusion Guidance
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
Understanding Transformers via N-Gram Statistics
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2201
Harnessing small projectors and multiple views for efficient vision pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Parametric model reduction of mean-field and stochastic systems via higher-order action matching
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
Grid4D: 4D Decomposed Hash Encoding for High-fidelity Dynamic Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Causal Effect Identification in a Sub-Population with Latent Variables
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Evaluate calibration of language models with folktexts
[
Poster]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
Multiview Scene Graph
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Contrastive dimension reduction: when and how?
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
Robust Offline Active Learning on Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Achievable distributional robustness when the robust risk is only partially identified
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
CultureLLM: Incorporating Cultural Differences into Large Language Models
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Improved Sample Complexity for Multiclass PAC Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
ContactField: Implicit Field Representation for Multi-Person Interaction Geometry
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Polyhedral Complex Derivation from Piecewise Trilinear Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
Listenable Maps for Zero-Shot Audio Classifiers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Solving Inverse Problems via Diffusion Optimal Control
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
How does PDE order affect the convergence of PINNs?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Identifying Selections for Unsupervised Subtask Discovery
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Pricing and Competition for Generative AI
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Trajectory Flow Matching with Applications to Clinical Time Series Modelling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6909
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Discrete Flow Matching
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
GTA: A Benchmark for General Tool Agents
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
ACFun: Abstract-Concrete Fusion Facial Stylization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
Omnigrasp: Simulated Humanoid Grasping on Diverse Objects
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
Universal Exact Compression of Differentially Private Mechanisms
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
Generalizing CNNs to graphs with learnable neighborhood quantization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
A Simple yet Universal Framework for Depth Completion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1212
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
Fisher Flow Matching for Generative Modeling over Discrete Data
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Pessimistic Backward Policy for GFlowNets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Active Set Ordering
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
The surprising efficiency of temporal difference learning for rare event prediction
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
Multistep Distillation of Diffusion Models via Moment Matching
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
Diffusion Spectral Representation for Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
SparseLLM: Towards Global Pruning of Pre-trained Language Models
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
Finding Transformer Circuits With Edge Pruning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Effective Exploration Based on the Structural Information Principles
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
Robust Reinforcement Learning from Corrupted Human Feedback
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
Most Influential Subset Selection: Challenges, Promises, and Beyond
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
The Fairness-Quality Tradeoff in Clustering
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5204
Multi-modal Situated Reasoning in 3D Scenes
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
SETBENCH: Assessing the Analytical and Semantic Robustness of Language Models
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Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5201
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Optimizing the coalition gain in Online Auctions with Greedy Structured Bandits
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
IaC-Eval: A code generation benchmark for Infrastructure-as-Code programs
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
Efficient multi-prompt evaluation of LLMs
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
ShopBench: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
Learning to compute Gröbner bases
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5009
Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
Simple and Fast Distillation of Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
Improving self-training under distribution shifts via anchored confidence with theoretical guarantees
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
UniIF: Unified Molecule Inverse Folding
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
ClevrSkills: Compositional Language And Visual Understanding in Robotics
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Do Finetti: On Causal Effects for Exchangeable Data
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
A hierarchical decomposition for explaining ML performance discrepancies
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
StackEval: Benchmarking LLMs in Coding Assistance
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5110
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1800
DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Efficient Prompt Optimization Through the Lens of Best Arm Identification
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
Learning Versatile Skills with Curriculum Masking
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
Theoretical Analysis of Weak-to-Strong Generalization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
Pruning neural network models for gene regulatory dynamics using data and domain knowledge
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
Fully Explicit Dynamic Gaussian Splatting
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Vector Quantization Prompting for Continual Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
Label Delay in Online Continual Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Nonparametric Evaluation of Noisy ICA Solutions
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
From Similarity to Superiority: Channel Clustering for Time Series Forecasting
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
Exclusively Penalized Q-learning for Offline Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2907
Transformers Can Do Arithmetic with the Right Embeddings
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Improving Subgroup Robustness via Data Selection
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Measuring Per-Unit Interpretability at Scale Without Humans
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Online Learning with Sublinear Best-Action Queries
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study
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Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Context and Geometry Aware Voxel Transformer for Semantic Scene Completion
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
Bridging semantics and pragmatics in information-theoretic emergent communication
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
How Does Variance Shape the Regret in Contextual Bandits?
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Understanding Emergent Abilities of Language Models from the Loss Perspective
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
UV-free Texture Generation with Denoising and Geodesic Heat Diffusion
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Towards Multi-dimensional Explanation Alignment for Medical Classification
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Compact Language Models via Pruning and Knowledge Distillation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Localized Zeroth-Order Prompt Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1112
Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
UQ-Guided Hyperparameter Optimization for Iterative Learners
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
Optimization Algorithm Design via Electric Circuits
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Slides]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
The iNaturalist Sounds Dataset
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Poster]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
The Surprising Effectiveness of SP Voting with Partial Preferences
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Wide Two-Layer Networks can Learn from Adversarial Perturbations
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
Topological obstruction to the training of shallow ReLU neural networks
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
Quantum Algorithms for Non-smooth Non-convex Optimization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
Globally Convergent Variational Inference
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Self-Guiding Exploration for Combinatorial Problems
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5304
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
SimPO: Simple Preference Optimization with a Reference-Free Reward
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
ConStat: Performance-Based Contamination Detection in Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
A Theoretical Understanding of Self-Correction through In-context Alignment
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3007
Almost Surely Asymptotically Constant Graph Neural Networks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
Unconditional stability of a recurrent neural circuit implementing divisive normalization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
Towards Reliable Model Selection for Unsupervised Domain Adaptation: An Empirical Study and A Certified Baseline
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
TSDS: Data Selection for Task-Specific Model Finetuning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Unsupervised Discovery of Formulas for Mathematical Constants
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Scale Equivariant Graph Metanetworks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
Post-Hoc Reversal: Are We Selecting Models Prematurely?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5305
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
Private and Personalized Frequency Estimation in a Federated Setting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Minimum Entropy Coupling with Bottleneck
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4206
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
On Feature Learning in Structured State Space Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
Learning with Fitzpatrick Losses
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
FINALLY: fast and universal speech enhancement with studio-like quality
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
Active preference learning for ordering items in- and out-of-sample
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
Vocal Call Locator Benchmark (VCL'24) for localizing rodent vocalizations from multi-channel audio
[
Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
Robust Reinforcement Learning with General Utility
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Robust Gaussian Processes via Relevance Pursuit
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Understanding and Minimising Outlier Features in Transformer Training
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
Boundary Matters: A Bi-Level Active Finetuning Method
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2202
Accelerating Augmentation Invariance Pretraining
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
Loki: Low-rank Keys for Efficient Sparse Attention
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Unelicitable Backdoors via Cryptographic Transformer Circuits
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Bias Detection via Signaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
[
Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1312
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Flipping-based Policy for Chance-Constrained Markov Decision Processes
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
Computerized Adaptive Testing via Collaborative Ranking
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Skinned Motion Retargeting with Dense Geometric Interaction Perception
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
Random Representations Outperform Online Continually Learned Representations
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
The Power of Resets in Online Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
Clustering in Causal Attention Masking
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4309
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Sample-efficient Bayesian Optimisation Using Known Invariances
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
Invisible Image Watermarks Are Provably Removable Using Generative AI
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
Where Do Large Learning Rates Lead Us?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1103
GenAI Arena: An Open Evaluation Platform for Generative Models
[
Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Resolving Discrepancies in Compute-Optimal Scaling of Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
The Intelligible and Effective Graph Neural Additive Network
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
Slot-VLM: Object-Event Slots for Video-Language Modeling
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
Key-Grid: Unsupervised 3D Keypoints Detection using Grid Heatmap Features
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Regularized Q-Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Gradient-based Discrete Sampling with Automatic Cyclical Scheduling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
On the Efficiency of ERM in Feature Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
On the Adversarial Robustness of Benjamini Hochberg
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
Improving Context-Aware Preference Modeling for Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Diffusion for World Modeling: Visual Details Matter in Atari
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
The Power of Extrapolation in Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
On the Limitations of Fractal Dimension as a Measure of Generalization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Diffusion Twigs with Loop Guidance for Conditional Graph Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4201
Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
Deep Support Vectors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
Bandits with Preference Feedback: A Stackelberg Game Perspective
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Private Attribute Inference from Images with Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Hierarchical Programmatic Option Framework
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Dense Associative Memory Through the Lens of Random Features
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
MambaTree: Tree Topology is All You Need in State Space Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Nearly Minimax Optimal Submodular Maximization with Bandit Feedback
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
Spatio-Spectral Graph Neural Networks
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Task-Agnostic Machine-Learning-Assisted Inference
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5008
On Causal Discovery in the Presence of Deterministic Relations
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
Learning to Understand: Identifying Interactions via the Möbius Transform
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
BMRS: Bayesian Model Reduction for Structured Pruning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
Tell What You Hear From What You See - Video to Audio Generation Through Text
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4811
Exploring Token Pruning in Vision State Space Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
Infinite Limits of Multi-head Transformer Dynamics
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4805
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Building a stable classifier with the inflated argmax
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Multivariate Probabilistic Time Series Forecasting with Correlated Errors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Optimal Flow Matching: Learning Straight Trajectories in Just One Step
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
Symmetric Linear Bandits with Hidden Symmetry
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Parseval Regularization for Continual Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
Visual Pinwheel Center Act as Geometric Saliency Detector
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
PrivCirNet: Efficient Private Inference via Block Circulant Transformation
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Unified Guidance for Geometry-Conditioned Molecular Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
FedAvP: Augment Local Data via Shared Policy in Federated Learning
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Real-time Stereo-based 3D Object Detection for Streaming Perception
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
Adaptive Domain Learning for Cross-domain Image Denoising
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
Understanding the Gains from Repeated Self-Distillation
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
Resource-Aware Federated Self-Supervised Learning with Global Class Representations
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Identifiability Analysis of Linear ODE Systems with Hidden Confounders
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4310
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
CoLLaM: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
Latent Functional Maps: a spectral framework for representation alignment
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Provable Partially Observable Reinforcement Learning with Privileged Information
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
ImOV3D: Learning Open Vocabulary Point Clouds 3D Object Detection from Only 2D Images
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
PACE: marrying the generalization of PArameter-efficient fine-tuning with Consistency rEgularization
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Streaming Bayes GFlowNets
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Image2Struct: A Benchmark for Evaluating Vision-Language Models in Extracting Structured Information from Images
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
Collaborative Refining for Learning from Inaccurate Labels
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
On the Scalability of GNNs for Molecular Graphs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
Graph Neural Networks Need Cluster-Normalize-Activate Modules
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
HEMM: Holistic Evaluation of Multimodal Foundation Models
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
Learning from Highly Sparse Spatio-temporal Data
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Activating Self-Attention for Multi-Scene Absolute Pose Regression
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4803
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Embedding Dimension of Contrastive Learning and $k$-Nearest Neighbors
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
General Detection-based Text Line Recognition
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Newton Informed Neural Operator for Computing Multiple Solutions of Nonlinear Partials Differential Equations
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
PhyRecon: Physically Plausible Neural Scene Reconstruction
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Provable Editing of Deep Neural Networks using Parametric Linear Relaxation
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
Deep Submodular Peripteral Networks
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
Transition Constrained Bayesian Optimization via Markov Decision Processes
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Fair Online Bilateral Trade
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
Learning Elastic Costs to Shape Monge Displacements
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Symmetry-Informed Governing Equation Discovery
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
Revisiting the Integration of Convolution and Attention for Vision Backbone
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
Query-Based Adversarial Prompt Generation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Conditional Outcome Equivalence: A Quantile Alternative to CATE
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Retrieval-Augmented Diffusion Models for Time Series Forecasting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
Neural Persistence Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1102
Training Compute-Optimal Protein Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Faster Repeated Evasion Attacks in Tree Ensembles
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
Optical Diffusion Models for Image Generation
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Learning Formal Mathematics From Intrinsic Motivation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2407
NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
Cross-modal Representation Flattening for Multi-modal Domain Generalization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
Towards Editing Time Series
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
Uncovering the Redundancy in Graph Self-supervised Learning Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
The Fine-Grained Complexity of Gradient Computation for Training Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Private Geometric Median
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
OnlineTAS: An Online Baseline for Temporal Action Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Nature-Inspired Local Propagation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Label Noise: Ignorance Is Bliss
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3205
Navigating the Effect of Parametrization for Dimensionality Reduction
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
Observational Scaling Laws and the Predictability of Langauge Model Performance
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
Tighter Convergence Bounds for Shuffled SGD via Primal-Dual Perspective
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Toward Conditional Distribution Calibration in Survival Prediction
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Continuous Partitioning for Graph-Based Semi-Supervised Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Grounding Multimodal Large Language Models in Actions
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
Hybrid Mamba for Few-Shot Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Towards Scalable and Stable Parallelization of Nonlinear RNNs
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
PTQ4DiT: Post-training Quantization for Diffusion Transformers
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Neural Conditional Probability for Uncertainty Quantification
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
MKGL: Mastery of a Three-Word Language
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Detecting and Measuring Confounding Using Causal Mechanism Shifts
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
How many classifiers do we need?
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Proportional Fairness in Clustering: A Social Choice Perspective
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
IllumiNeRF: 3D Relighting Without Inverse Rendering
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
Gradient-free Decoder Inversion in Latent Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Differentially Private Equivalence Testing for Continuous Distributions and Applications
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
N-agent Ad Hoc Teamwork
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Combining Observational Data and Language for Species Range Estimation
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Multi-Label Open Set Recognition
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
SnapKV: LLM Knows What You are Looking for Before Generation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
SuperDeepFool: a new fast and accurate minimal adversarial attack
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5307
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
Practical Bayesian Algorithm Execution via Posterior Sampling
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
Interactive Deep Clustering via Value Mining
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
The Benefits of Balance: From Information Projections to Variance Reduction
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3201
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos
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Slides]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
Is Multiple Object Tracking a Matter of Specialization?
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
HyperLogic: Enhancing Diversity and Accuracy in Rule Learning with HyperNets
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
OPUS: Occupancy Prediction Using a Sparse Set
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
What Variables Affect Out-of-Distribution Generalization in Pretrained Models?
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
Transfer Learning with Informative Priors: Simple Baselines Better than Previously Reported
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
Private Online Learning via Lazy Algorithms
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
High-probability complexity bounds for stochastic non-convex minimax optimization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
Do LLMs Build World Representations? Probing Through the Lens of State Abstraction
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Incentivizing Quality Text Generation via Statistical Contracts
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
Search for Efficient Large Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Testably Learning Polynomial Threshold Functions
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
On Sampling Strategies for Spectral Model Sharding
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Efficient LLM Scheduling by Learning to Rank
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4603
Non-convolutional graph neural networks.
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
On the Ability of Developers' Training Data Preservation of Learnware
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Mind the Graph When Balancing Data for Fairness or Robustness
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
AID: Attention Interpolation of Text-to-Image Diffusion
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Scalable Kernel Inverse Optimization
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
Fit for our purpose, not yours: Benchmark for a low-resource, Indigenous language
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Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Using Noise to Infer Aspects of Simplicity Without Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
The Implicit Bias of Adam on Separable Data
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
Implicit Optimization Bias of Next-token Prediction in Linear Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Interpreting Learned Feedback Patterns in Large Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Classification Done Right for Vision-Language Pre-Training
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
Particle Semi-Implicit Variational Inference
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Feedback control guides credit assignment in recurrent neural networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Mutual Information Estimation via $f$-Divergence and Data Derangements
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
ReFT: Representation Finetuning for Language Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
Reinforcement Learning Guided Semi-Supervised Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
Group Robust Preference Optimization in Reward-free RLHF
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Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
Learning Truncated Causal History Model for Video Restoration
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
Accelerating Transformers with Spectrum-Preserving Token Merging
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
FUSE: Fast Unified Simulation and Estimation for PDEs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Visual Fourier Prompt Tuning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
Linear Causal Bandits: Unknown Graph and Soft Interventions
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
IMAGPose: A Unified Conditional Framework for Pose-Guided Person Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
MatrixNet: Learning over symmetry groups using learned group representations
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
Binarized Diffusion Model for Image Super-Resolution
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Optimal Algorithms for Learning Partitions with Faulty Oracles
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
How Diffusion Models Learn to Factorize and Compose
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
Debiasing Synthetic Data Generated by Deep Generative Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
fMRI predictors based on language models of increasing complexity recover brain left lateralization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Multi-Label Learning with Stronger Consistency Guarantees
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Amortized Bayesian Experimental Design for Decision-Making
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
Voila-A: Aligning Vision-Language Models with User's Gaze Attention
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Auditing Local Explanations is Hard
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
A Critical Evaluation of AI Feedback for Aligning Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
If You Want to Be Robust, Be Wary of Initialization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Noether's Razor: Learning Conserved Quantities
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
Generalizable Implicit Motion Modeling for Video Frame Interpolation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
Robust group and simultaneous inferences for high-dimensional single index model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Images that Sound: Composing Images and Sounds on a Single Canvas
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
Phased Consistency Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
Bayesian Optimization of Functions over Node Subsets in Graphs
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Domain Adaptation for Large-Vocabulary Object Detectors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Expected Probabilistic Hierarchies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
Unity by Diversity: Improved Representation Learning for Multimodal VAEs
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1811
Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Universal Neural Functionals
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
Noise Contrastive Alignment of Language Models with Explicit Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2802
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
SyncVIS: Synchronized Video Instance Segmentation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Convergence of $\text{log}(1/\epsilon)$ for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
Vision-Language Models are Strong Noisy Label Detectors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
Distribution-Aware Data Expansion with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
When are dynamical systems learned from time series data statistically accurate?
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work)
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
An Image is Worth 32 Tokens for Reconstruction and Generation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Hardness of Learning Neural Networks under the Manifold Hypothesis
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
Deep Bayesian Active Learning for Preference Modeling in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
Learning via Surrogate PAC-Bayes
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2002
Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
SEL-BALD: Deep Bayesian Active Learning for Selective Labeling with Instance Rejection
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Query-Efficient Correlation Clustering with Noisy Oracle
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
DeiSAM: Segment Anything with Deictic Prompting
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
Analysis of Corrected Graph Convolutions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Image-aware Evaluation of Generated Medical Reports
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
Fixed Confidence Best Arm Identification in the Bayesian Setting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
HonestLLM: Toward an Honest and Helpful Large Language Model
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4702
Leveraging Separated World Model for Exploration in Visually Distracted Environments
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Generalized Linear Bandits with Limited Adaptivity
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Understanding Visual Feature Reliance through the Lens of Complexity
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
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Poster]
[
OpenReview]
Poster Session
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C None
Poster Session 5 East
Poster Session
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D None
Poster Session 5 West
Break
Fri Dec 13 01:00 PM -- 02:30 PM (PST) None
Lunch Break
Test Of Time
Fri Dec 13 01:45 PM -- 02:30 PM (PST) @ West Exhibition Hall C, B3 None
Test Of Time
Invited Talk
Fri Dec 13 02:30 PM -- 03:30 PM (PST) @ West Exhibition Hall C, B3 None
How to optimize what matters most?
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
Aligner: Efficient Alignment by Learning to Correct
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OpenReview]
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
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Slides]
[
OpenReview]
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
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OpenReview]
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Oral Session 6B: Safety, New Data
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
Oral Session 6C: New Data
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Oral Session 6A: Machine Learning and Science, Safety
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Oral Session 6D: Deep Learning Architecture, Infrastructure
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 6B: Safety, New Data
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 6C: New Data
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
Bayesian-guided Label Mapping for Visual Reprogramming
[
OpenReview]
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
You Only Cache Once: Decoder-Decoder Architectures for Language Models
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Slides]
[
OpenReview]
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
[
OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Graph Diffusion Transformers for Multi-Conditional Molecular Generation
[
OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
A Taxonomy of Challenges to Curating Fair Datasets
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
[
OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
[
Slides]
Break
Fri Dec 13 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5907
DistrictNet: Decision-aware learning for geographical districting
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6504
NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6302
Bayesian Strategic Classification
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3704
Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
Breaking Semantic Artifacts for Generalized AI-generated Image Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6809
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Persistent Homology for High-dimensional Data Based on Spectral Methods
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Fine-grained Control of Generative Data Augmentation in IoT Sensing
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
Reliable Learning of Halfspaces under Gaussian Marginals
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
Transferable Boltzmann Generators
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
UGC: Universal Graph Coarsening
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
Navigating Extremes: Dynamic Sparsity in Large Output Spaces
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6810
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Shared Autonomy with IDA: Interventional Diffusion Assistance
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
On Divergence Measures for Training GFlowNets
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5904
Lookback Prophet Inequalities
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5703
Pretrained Optimization Model for Zero-Shot Black Box Optimization
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5400
Paloma: A Benchmark for Evaluating Language Model Fit
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Harmonizing Stochasticity and Determinism: Scene-responsive Diverse Human Motion Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
Understanding the Role of Equivariance in Self-supervised Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5803
Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6309
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
Segment Any Change
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5007
A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6702
Enhancing LLM Reasoning via Vision-Augmented Prompting
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Geometric Analysis of Nonlinear Manifold Clustering
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Scaling laws for learning with real and surrogate data
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7002
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3103
OneBit: Towards Extremely Low-bit Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7000
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
MoEUT: Mixture-of-Experts Universal Transformers
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6002
Differentially Private Reinforcement Learning with Self-Play
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Parallelizing Linear Transformers with the Delta Rule over Sequence Length
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5700
GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
SelfCodeAlign: Self-Alignment for Code Generation
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5504
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
Homology Consistency Constrained Efficient Tuning for Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6807
Gliding over the Pareto Front with Uniform Designs
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6902
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5506
On the Sparsity of the Strong Lottery Ticket Hypothesis
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6508
Axioms for AI Alignment from Human Feedback
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5701
Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5810
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
Generalizablity of Memorization Neural Network
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
Adaptive Important Region Selection with Reinforced Hierarchical Search for Dense Object Detection
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5806
Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6910
Unlock the Intermittent Control Ability of Model Free Reinforcement Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6305
LaSCal: Label-Shift Calibration without target labels
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
AutoSurvey: Large Language Models Can Automatically Write Surveys
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6905
Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
Referencing Where to Focus: Improving Visual Grounding with Referential Query
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
Aligner: Efficient Alignment by Learning to Correct
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
Optimal Classification under Performative Distribution Shift
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6500
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
Discovering plasticity rules that organize and maintain neural circuits
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
Functional Gradient Flows for Constrained Sampling
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
Many-shot Jailbreaking
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6903
QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Learning 3D Garment Animation from Trajectories of A Piece of Cloth
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6005
Dimension-free Private Mean Estimation for Anisotropic Distributions
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6202
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6004
Faster Algorithms for User-Level Private Stochastic Convex Optimization
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6200
What type of inference is planning?
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6803
Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6906
A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6003
Differentially Private Graph Diffusion with Applications in Personalized PageRanks
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6907
On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6409
Hybrid Reinforcement Learning Breaks Sample Size Barriers In Linear MDPs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6012
Solving Minimum-Cost Reach Avoid using Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
Latent Neural Operator for Solving Forward and Inverse PDE Problems
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6908
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
A Siamese Transformer with Hierarchical Refinement for Lane Detection
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2702
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
Beyond Accuracy: Tracking more like Human via Visual Search
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5405
Fairness in Social Influence Maximization via Optimal Transport
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6108
AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
A Kernel Perspective on Distillation-based Collaborative Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
Advection Augmented Convolutional Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5509
High-dimensional (Group) Adversarial Training in Linear Regression
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Slides]
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Graph Diffusion Transformers for Multi-Conditional Molecular Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
Fractal Patterns May Illuminate the Success of Next-Token Prediction
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Towards Principled Graph Transformers
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5906
Non-geodesically-convex optimization in the Wasserstein space
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5603
A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5708
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5606
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Soft-Label Integration for Robust Toxicity Classification
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5302
Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
MALT Powers Up Adversarial Attacks
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
A Generative Model of Symmetry Transformations
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
Idiographic Personality Gaussian Process for Psychological Assessment
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6704
Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
Slicing Vision Transformer for Flexibile Inference
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
One-Shot Safety Alignment for Large Language Models via Optimal Dualization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3703
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
Stochastic Concept Bottleneck Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6001
Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6802
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5705
Learning Generalized Linear Programming Value Functions
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
Robust Fine-tuning of Zero-shot Models via Variance Reduction
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
$C^2M^3$: Cycle-Consistent Multi-Model Merging
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6011
Adversarial Environment Design via Regret-Guided Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Hamiltonian Score Matching and Generative Flows
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6705
SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5006
On the Complexity of Identification in Linear Structural Causal Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Nuclear Norm Regularization for Deep Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6306
LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6800
Ensemble sampling for linear bandits: small ensembles suffice
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
TFS-NeRF: Template-Free NeRF for Semantic 3D Reconstruction of Dynamic Scene
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
An engine not a camera: Measuring performative power of online search
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5702
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
FilterNet: Harnessing Frequency Filters for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
Not so griddy: Internal representations of RNNs path integrating more than one agent
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
Image Copy Detection for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6102
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6701
Decomposable Transformer Point Processes
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
Large Spatial Model: End-to-end Unposed Images to Semantic 3D
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
Smoothed Online Classification can be Harder than Batch Classification
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
Metric Space Magnitude for Evaluating the Diversity of Latent Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
Quasi-Bayes meets Vines
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6703
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
Unravelling in Collaborative Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6805
Efficient Reinforcement Learning by Discovering Neural Pathways
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Road Network Representation Learning with the Third Law of Geography
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6707
On the Parameter Identifiability of Partially Observed Linear Causal Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6109
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5602
Learning to Price Homogeneous Data
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
StepbaQ: Stepping backward as Correction for Quantized Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
PowerPM: Foundation Model for Power Systems
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6804
PageRank Bandits for Link Prediction
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5709
SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5808
Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
Rethinking Score Distillation as a Bridge Between Image Distributions
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Towards Understanding Evolving Patterns in Sequential Data
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6510
Variance estimation in compound decision theory under boundedness
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Bayes-optimal learning of an extensive-width neural network from quadratically many samples
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Localizing Memorization in SSL Vision Encoders
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6610
FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6506
MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
On the Expressive Power of Tree-Structured Probabilistic Circuits
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
Multi-LLM Debate: Framework, Principals, and Interventions
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
What Matters in Graph Class Incremental Learning? An Information Preservation Perspective
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
An Information Theoretic Perspective on Conformal Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
Approximating the Top Eigenvector in Random Order Streams
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6101
Multi-Agent Imitation Learning: Value is Easy, Regret is Hard
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6006
OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5905
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5204
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6706
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6209
Conformal Classification with Equalized Coverage for Adaptively Selected Groups
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
Toward Dynamic Non-Line-of-Sight Imaging with Mamba Enforced Temporal Consistency
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
Graph Edit Distance with General Costs Using Neural Set Divergence
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
The Mamba in the Llama: Distilling and Accelerating Hybrid Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
LCGen: Mining in Low-Certainty Generation for View-consistent Text-to-3D
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1100
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5508
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5903
Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
Geodesic Optimization for Predictive Shift Adaptation on EEG data
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
[
JMLR]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5911
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6206
Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
Rule Based Rewards for Language Model Safety
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4406
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
TAIA: Large Language Models are Out-of-Distribution Data Learners
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6201
Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Relating Hopfield Networks to Episodic Control
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5503
Achieving $\tilde{O}(1/\epsilon)$ Sample Complexity for Constrained Markov Decision Process
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
DINTR: Tracking via Diffusion-based Interpolation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
Improved off-policy training of diffusion samplers
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
E-Motion: Future Motion Simulation via Event Sequence Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
Visual Data Diagnosis and Debiasing with Concept Graphs
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2704
Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3403
Extending Multi-modal Contrastive Representations
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Learning Spatially-Aware Language and Audio Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4209
Scalable Early Childhood Reading Performance Prediction
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
Reflective Multi-Agent Collaboration based on Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
Interpretable Mesomorphic Networks for Tabular Data
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3404
Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
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OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6307
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
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Slides]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Generative Retrieval Meets Multi-Graded Relevance
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
LinNet: Linear Network for Efficient Point Cloud Representation Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
The Feature Speed Formula: a flexible approach to scale hyper-parameters of deep neural networks
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5502
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5802
First-Order Methods for Linearly Constrained Bilevel Optimization
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
A Full-duplex Speech Dialogue Scheme Based On Large Language Model
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5404
A Closer Look at AUROC and AUPRC under Class Imbalance
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
A Walsh Hadamard Derived Linear Vector Symbolic Architecture
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3408
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5501
On $f$-Divergence Principled Domain Adaptation: An Improved Framework
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
Co-occurrence is not Factual Association in Language Models
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
Dynamic 3D Gaussian Fields for Urban Areas
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5710
Emergence of heavy tails in homogenized stochastic gradient descent
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
Compositional 3D-aware Video Generation with LLM Director
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
Optimal ablation for interpretability
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Scaling Laws in Linear Regression: Compute, Parameters, and Data
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
Dynamic Rescaling for Training GNNs
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6400
Learning to Mitigate Externalities: the Coase Theorem with Hindsight Rationality
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
Shaping the distribution of neural responses with interneurons in a recurrent circuit model
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6300
Carrot and Stick: Eliciting Comparison Data and Beyond
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5406
Fair Wasserstein Coresets
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3807
General bounds on the quality of Bayesian coresets
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
A Topology-aware Graph Coarsening Framework for Continual Graph Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2603
BiDM: Pushing the Limit of Quantization for Diffusion Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Perplexity-aware Correction for Robust Alignment with Noisy Preferences
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Scalable Bayesian Optimization via Focalized Sparse Gaussian Processes
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1402
Masked Pre-training Enables Universal Zero-shot Denoiser
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3000
Measuring Goal-Directedness
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5706
Croissant: A Metadata Format for ML-Ready Datasets
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Slides]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6110
GenRL: Multimodal-foundation world models for generalization in embodied agents
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5809
On the Optimal Time Complexities in Decentralized Stochastic Asynchronous Optimization
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Abrupt Learning in Transformers: A Case Study on Matrix Completion
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Non-Euclidean Mixture Model for Social Network Embedding
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
Efficient Lifelong Model Evaluation in an Era of Rapid Progress
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Amortized Planning with Large-Scale Transformers: A Case Study on Chess
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
Historical Test-time Prompt Tuning for Vision Foundation Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
Scalable Optimization in the Modular Norm
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6210
Verifiably Robust Conformal Prediction
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
SGD vs GD: Rank Deficiency in Linear Networks
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
Why Go Full? Elevating Federated Learning Through Partial Network Updates
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
Are Multiple Instance Learning Algorithms Learnable for Instances?
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
One-shot Federated Learning via Synthetic Distiller-Distillate Communication
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Theoretical Characterisation of the Gauss Newton Conditioning in Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5307
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
Understanding Bias in Large-Scale Visual Datasets
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5103
CRAG - Comprehensive RAG Benchmark
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6107
Aligning Individual and Collective Objectives in Multi-Agent Cooperation
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
Generalizable Person Re-identification via Balancing Alignment and Uniformity
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6600
ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6406
Preference-based Pure Exploration
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
Score-based generative models are provably robust: an uncertainty quantification perspective
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
Learning to be Smooth: An End-to-End Differentiable Particle Smoother
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5003
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
Multi-Object Hallucination in Vision Language Models
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
Deep Learning for Computing Convergence Rates of Markov Chains
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5407
Scale-invariant Optimal Sampling for Rare-events Data and Sparse Models
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5203
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6304
Computational Aspects of Bayesian Persuasion under Approximate Best Response
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
Generalization of Hamiltonian algorithms
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
CulturePark: Boosting Cross-cultural Understanding in Large Language Models
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6403
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
Gradient-Variation Online Learning under Generalized Smoothness
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
EigenVI: score-based variational inference with orthogonal function expansions
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6103
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5303
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6000
The Limits of Differential Privacy in Online Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
Revisiting K-mer Profile for Effective and Scalable Genome Representation Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6608
A Global Depth-Range-Free Multi-View Stereo Transformer Network with Pose Embedding
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Truth is Universal: Robust Detection of Lies in LLMs
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6801
Interfacing Foundation Models' Embeddings
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6806
ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1312
Can Large Language Model Agents Simulate Human Trust Behavior?
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
Pedestrian-Centric 3D Pre-collision Pose and Shape Estimation from Dashcam Perspective
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5401
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Preference Alignment with Flow Matching
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7001
Neural Gaffer: Relighting Any Object via Diffusion
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5910
Communication Efficient Distributed Training with Distributed Lion
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6603
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
A General Protocol to Probe Large Vision Models for 3D Physical Understanding
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6604
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5608
Contextual Active Model Selection
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6602
$E^3$: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4100
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5507
Compositional PAC-Bayes: Generalization of GNNs with persistence and beyond
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
Neural collapse vs. low-rank bias: Is deep neural collapse really optimal?
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5804
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6606
Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5600
A Theory of Optimistically Universal Online Learnability for General Concept Classes
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5403
Achievable Fairness on Your Data With Utility Guarantees
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2703
Estimating the Hallucination Rate of Generative AI
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2705
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6104
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation
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Slides]
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Bayesian-guided Label Mapping for Visual Reprogramming
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6612
Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5704
Geometry-aware training of factorized layers in tensor Tucker format
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
UNIT: Unifying Image and Text Recognition in One Vision Encoder
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5510
Nearly Minimax Optimal Regret for Multinomial Logistic Bandit
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6507
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6709
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
QUEEN: QUantized Efficient ENcoding for Streaming Free-viewpoint Videos
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6901
Data Free Backdoor Attacks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
FactorSim: Generative Simulation via Factorized Representation
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
$SE(3)$ Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6308
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5009
UrbanDataLayer: A Unified Data Pipeline for Urban Science
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
When is an Embedding Model More Promising than Another?
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5408
Universal Rates of Empirical Risk Minimization
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6106
The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5410
Learning the Infinitesimal Generator of Stochastic Diffusion Processes
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5901
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
WeiPer: OOD Detection using Weight Perturbations of Class Projections
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Understanding the Transferability of Representations via Task-Relatedness
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5807
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Self-Distilled Depth Refinement with Noisy Poisson Fusion
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
VFIMamba: Video Frame Interpolation with State Space Models
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Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Return of Unconditional Generation: A Self-supervised Representation Generation Method
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2)
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6407
Thompson Sampling For Combinatorial Bandits: Polynomial Regret and Mismatched Sampling Paradox
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6008
Zero-Shot Reinforcement Learning from Low Quality Data
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
Motion Forecasting in Continuous Driving
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
CALVIN: Improved Contextual Video Captioning via Instruction Tuning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Robust Conformal Prediction Using Privileged Information
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Schrodinger Bridge Flow for Unpaired Data Translation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
What is my quantum computer good for? Quantum capability learning with physics-aware neural networks
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
A Near-optimal Algorithm for Learning Margin Halfspaces with Massart Noise
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Chain-of-Thought Reasoning Without Prompting
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6205
On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5105
3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5908
Performative Control for Linear Dynamical Systems
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
LAM3D: Large Image-Point Clouds Alignment Model for 3D Reconstruction from Single Image
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5902
Instance-Specific Asymmetric Sensitivity in Differential Privacy
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
Pretraining with Random Noise for Fast and Robust Learning without Weight Transport
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5805
Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6404
Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5601
On the Power of Small-size Graph Neural Networks for Linear Programming
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4404
MAmmoTH2: Scaling Instructions from the Web
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6609
ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
SA3DIP: Segment Any 3D Instance with Potential 3D Priors
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5605
CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs
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Slides]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Are Language Models Actually Useful for Time Series Forecasting?
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
Distributionally Robust Performative Prediction
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6301
Learning the Expected Core of Strictly Convex Stochastic Cooperative Games
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6402
Learning General Parameterized Policies for Infinite Horizon Average Reward Constrained MDPs via Primal-Dual Policy Gradient Algorithm
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
Visual Prompt Tuning in Null Space for Continual Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1212
$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
Watermarking Makes Language Models Radioactive
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5909
HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
A robust inlier identification algorithm for point cloud registration via $\mathbf{\ell_0}$-minimization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
Activation Map Compression through Tensor Decomposition for Deep Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6010
AlphaMath Almost Zero: Process Supervision without Process
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
A Compositional Atlas for Algebraic Circuits
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5004
Consistency of Neural Causal Partial Identification
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Contrastive losses as generalized models of global epistasis
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5500
Global Rewards in Restless Multi-Armed Bandits
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1112
Proving Olympiad Algebraic Inequalities without Human Demonstrations
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Poster]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6204
Variational Delayed Policy Optimization
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Many-Shot In-Context Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6509
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
Vision Foundation Model Enables Generalizable Object Pose Estimation
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5001
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
Towards Understanding Extrapolation: a Causal Lens
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5109
DataComp-LM: In search of the next generation of training sets for language models
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5002
Graph Structure Inference with BAM: Neural Dependency Processing via Bilinear Attention
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5005
Identifying Causal Effects Under Functional Dependencies
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset
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Slides]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6310
Attention boosted Individualized Regression
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Towards Stable Representations for Protein Interface Prediction
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6401
Symmetries in Overparametrized Neural Networks: A Mean Field View
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
Large Language Models Must Be Taught to Know What They Don’t Know
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Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1102
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
DiffuBox: Refining 3D Object Detection with Point Diffusion
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6105
Feint Behaviors and Strategies: Formalization, Implementation and Evaluation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
Online Consistency of the Nearest Neighbor Rule
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
Slot State Space Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5610
S-STE: Continuous Pruning Function for Efficient 2:4 Sparse Pre-training
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Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
You Only Cache Once: Decoder-Decoder Architectures for Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5604
Provably Efficient Interactive-Grounded Learning with Personalized Reward
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5505
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
Improving Alignment and Robustness with Circuit Breakers
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
UQE: A Query Engine for Unstructured Databases
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words
[
Slides]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6505
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Learning Group Actions on Latent Representations
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5900
Auditing Privacy Mechanisms via Label Inference Attacks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
A distributional simplicity bias in the learning dynamics of transformers
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5402
Fair Kernel K-Means: from Single Kernel to Multiple Kernel
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6710
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Unsupervised Anomaly Detection in The Presence of Missing Values
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5000
Partial Transportability for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5707
Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
Human-level shape inferences: A benchmark for evaluating the 3D understanding of vision models
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5110
MassSpecGym: A benchmark for the discovery and identification of molecules
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3504
Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3505
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6207
REBEL: Reinforcement Learning via Regressing Relative Rewards
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
MOTI$\mathcal{V}\mathcal{E}$: A Drug-Target Interaction Graph For Inductive Link Prediction
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5104
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
FouRA: Fourier Low-Rank Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
Improving Decision Sparsity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
Model Based Inference of Synaptic Plasticity Rules
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6808
Gradient Rewiring for Editable Graph Neural Network Training
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6502
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5607
Fast Rates in Stochastic Online Convex Optimization by Exploiting the Curvature of Feasible Sets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6405
Truncated Variance Reduced Value Iteration
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3300
Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1611
DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
CosAE: Learnable Fourier Series for Image Restoration
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
Mars: Situated Inductive Reasoning in an Open-World Environment
[
Slides]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exiting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
Needle In A Multimodal Haystack
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5101
Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6303
Convergence of No-Swap-Regret Dynamics in Self-Play
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5100
Lean Workbook: A large-scale Lean problem set formalized from natural language math problems
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5309
Global Convergence in Training Large-Scale Transformers
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5202
WindsorML - High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
Spiking Neural Network as Adaptive Event Stream Slicer
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6700
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5200
RelBench: A Benchmark for Deep Learning on Relational Databases
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2604
Diffusion Models With Learned Adaptive Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6904
Parameter Competition Balancing for Model Merging
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6909
MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5205
Benchmark Repositories for Better Benchmarking
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6501
There is No Silver Bullet: Benchmarking Methods in Predictive Combinatorial Optimization
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6009
Simplifying Latent Dynamics with Softly State-Invariant World Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5409
PAC-Bayes-Chernoff bounds for unbounded losses
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
A Taxonomy of Challenges to Curating Fair Datasets
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5208
PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Capturing the denoising effect of PCA via compression ratio
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2706
Maia-2: A Unified Model for Human-AI Alignment in Chess
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6408
Online Control in Population Dynamics
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5106
Streaming Detection of Queried Event Start
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5210
Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
GVKF: Gaussian Voxel Kernel Functions for Highly Efficient Surface Reconstruction in Open Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Time-MMD: A New Multi-Domain Multimodal Dataset for Time Series Analysis
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6410
Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1804
Predicting Label Distribution from Ternary Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
Why Do We Need Weight Decay in Modern Deep Learning?
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
Improved Particle Approximation Error for Mean Field Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6708
Out-Of-Distribution Detection with Diversification (Provably)
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5308
A New Multi-Source Light Detection Benchmark and Semi-Supervised Focal Light Detection
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
Provable Posterior Sampling with Denoising Oracles via Tilted Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster Session
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D None
Poster Session 6 West
Poster Session
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C None
Poster Session 6 East
Town Hall
Fri Dec 13 07:00 PM -- 08:00 PM (PST) @ West Exhibition Hall C, B3 None
Town Hall / Business Meeting
Closing Reception
Fri Dec 13 08:00 PM -- 09:30 PM (PST) @ West Level 0 & Level 1 None
Closing Reception
Break
Sat Dec 14 07:30 AM -- 08:00 AM (PST) None
Coffee Break
Registration Desk
Sat Dec 14 07:30 AM -- 12:00 PM (PST) @ East Level 1 None
Registration (East)
Registration Desk
Sat Dec 14 07:30 AM -- 04:00 PM (PST) @ West Level 1 None
Registration (West)
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 205-207 None
Attributing Model Behavior at Scale (ATTRIB)
[
OpenReview]
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Ballroom B None
NeuroAI: Fusing Neuroscience and AI for Intelligent Solutions
[
OpenReview]
Workshop
Sat Dec 14 08:15 AM -- 05:20 PM (PST) @ West Meeting Room 211-214 None
AI4Mat-2024: NeurIPS 2024 Workshop on AI for Accelerated Materials Design
[
OpenReview]
Workshop
Sat Dec 14 08:15 AM -- 05:15 PM (PST) @ West Meeting Room 217-219 None
Workshop on Responsibly Building Next Generation of Multimodal Foundation Models
[
OpenReview]
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Exhibition Hall C, B3 None
UniReps: Unifying Representations in Neural Models
[
OpenReview]
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Meeting Room 16 None
GenAI for Health: Potential, Trust and Policy Compliance
[
OpenReview]
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 114, 115 None
Audio Imagination: NeurIPS 2024 Workshop AI-Driven Speech, Music, and Sound Generation
[
OpenReview]
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 301 None
The Fourth Workshop on Efficient Natural Language and Speech Processing (ENLSP-IV): Highlighting New Architectures for Future Foundation Models
[
OpenReview]
Workshop
Sat Dec 14 08:20 AM -- 05:30 PM (PST) @ West Meeting Room 220-222 None
Language Gamification
[
OpenReview]
Workshop
Sat Dec 14 08:20 AM -- 05:30 PM (PST) @ East Ballroom A, B None
AIM-FM: Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond
[
OpenReview]
Workshop
Sat Dec 14 08:25 AM -- 05:05 PM (PST) @ West Meeting Room 118-120 None
MATH-AI: The 4th Workshop on Mathematical Reasoning and AI
[
OpenReview]
Workshop
Sat Dec 14 08:30 AM -- 05:30 PM (PST) @ West Meeting Room 109, 110 None
Workshop on Scalable Continual Learning for Lifelong Foundation Models
[
OpenReview]
Workshop
Sat Dec 14 08:30 AM -- 05:00 PM (PST) @ East Ballroom C None
3rd Workshop on New Frontiers in Adversarial Machine Learning (AdvML-Frontiers)
[
OpenReview]
Workshop
Sat Dec 14 08:30 AM -- 05:00 PM (PST) @ East Meeting Room 11, 12 None
Table Representation Learning Workshop (TRL)
[
OpenReview]
Workshop
Sat Dec 14 08:30 AM -- 05:00 PM (PST) @ West Meeting Room 202-204 None
5th Workshop on Self-Supervised Learning: Theory and Practice
[
OpenReview]
Workshop
Sat Dec 14 08:30 AM -- 05:30 PM (PST) @ West Exhibition Hall A None
Adaptive Foundation Models: Evolving AI for Personalized and Efficient Learning
[
OpenReview]
Workshop
Sat Dec 14 08:45 AM -- 05:30 PM (PST) @ East Exhibition Hall C None
Causality and Large Models
[
OpenReview]
Workshop
Sat Dec 14 08:45 AM -- 05:30 PM (PST) @ West Ballroom C None
Symmetry and Geometry in Neural Representations
[
OpenReview]
Workshop
Sat Dec 14 08:45 AM -- 05:00 PM (PST) @ East Meeting Room 19, 20 None
Workshop on Behavioral Machine Learning
[
OpenReview]
Workshop
Sat Dec 14 08:45 AM -- 05:30 PM (PST) @ West Meeting Room 201 None
Generative AI and Creativity: A dialogue between machine learning researchers and creative professionals
[
OpenReview]
Workshop
Sat Dec 14 08:50 AM -- 05:30 PM (PST) @ East Exhibition Hall A None
Fine-Tuning in Modern Machine Learning: Principles and Scalability
[
OpenReview]
Workshop
Sat Dec 14 08:50 AM -- 05:00 PM (PST) @ East Meeting Room 1-3 None
Mathematics of Modern Machine Learning (M3L)
[
OpenReview]
Break
Sat Dec 14 09:00 AM -- 10:00 AM (PST) None
Coffee Break
Competition
Sat Dec 14 09:00 AM -- 12:00 PM (PST) @ West Meeting Room 215, 216 None
FAIR Universe – The Challenge of Handling Uncertainties in Fundamental Science
[
OpenReview]
Competition
Sat Dec 14 09:00 AM -- 12:00 PM (PST) @ West Meeting Room 209 None
MyoChallenge 2024: Physiological Dexterity and Agility in Bionic Humans
[
OpenReview]
Workshop
Sat Dec 14 09:00 AM -- 05:30 PM (PST) @ West Meeting Room 111, 112 None
Algorithmic Fairness through the lens of Metrics and Evaluation
[
OpenReview]
Workshop
Sat Dec 14 09:00 AM -- 05:15 PM (PST) @ West Ballroom A None
Statistical Frontiers in LLMs and Foundation Models
[
OpenReview]
Workshop
Sat Dec 14 09:00 AM -- 05:30 PM (PST) @ West Meeting Room 116, 117 None
Pluralistic Alignment Workshop
[
OpenReview]
Workshop
Sat Dec 14 09:00 AM -- 05:30 PM (PST) @ East Meeting Room 8, 15 None
Bayesian Decision-making and Uncertainty: from probabilistic and spatiotemporal modeling to sequential experiment design
[
OpenReview]
Competition
Sat Dec 14 09:05 AM -- 11:40 AM (PST) @ West Meeting Room 208 None
Ariel Data Challenge 2024: Extracting exoplanetary signals from the Ariel Space Telescope
[
OpenReview]
Competition
Sat Dec 14 09:05 AM -- 12:00 PM (PST) @ West Meeting Room 210 None
HAC: The Hacker-Cup AI Competition
[
OpenReview]
Workshop
Sat Dec 14 09:15 AM -- 05:10 PM (PST) @ West Meeting Room 121, 122 None
Socially Responsible Language Modelling Research (SoLaR)
[
OpenReview]
Workshop
Sat Dec 14 09:20 AM -- 05:30 PM (PST) @ East Meeting Room 13 None
Workshop on Video-Language Models
[
OpenReview]
Break
Sat Dec 14 12:00 PM -- 01:30 PM (PST) None
Lunch (not catered)
Competition
Sat Dec 14 01:30 PM -- 04:30 PM (PST) @ West Meeting Room 209 None
Lux AI Season 3: Multi-Agent Meta Learning at Scale
[
OpenReview]
Competition
Sat Dec 14 01:30 PM -- 04:30 PM (PST) @ West Meeting Room 208 None
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design
[
OpenReview]
Competition
Sat Dec 14 01:30 PM -- 04:30 PM (PST) @ West Meeting Room 210 None
Auto-Bidding in Large-Scale Auctions: Learning Decision-Making in Uncertain and Competitive Games
[
OpenReview]
Competition
Sat Dec 14 01:30 PM -- 04:10 PM (PST) @ West Meeting Room 215, 216 None
Workshop for URGENT 2024 Challenge
[
OpenReview]
Break
Sat Dec 14 03:00 PM -- 03:30 PM (PST) None
Coffee Break
Break
Sun Dec 15 07:30 AM -- 08:00 AM (PST) None
Coffee Break
Registration Desk
Sun Dec 15 07:30 AM -- 12:00 PM (PST) @ West Level 1 None
Registration (West)
Workshop
Sun Dec 15 08:15 AM -- 05:19 PM (PST) @ West Meeting Room 220-222 None
Time Series in the Age of Large Models
[
OpenReview]
Workshop
Sun Dec 15 08:15 AM -- 04:45 PM (PST) @ West Meeting Room 116, 117 None
D3S3: Data-driven and Differentiable Simulations, Surrogates, and Solvers
[
OpenReview]
Workshop
Sun Dec 15 08:15 AM -- 04:30 PM (PST) @ West Meeting Room 201 None
Machine Learning for Systems
[
OpenReview]
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ East Meeting Room 13 None
Regulatable ML: Towards Bridging the Gaps between Machine Learning Research and Regulations
[
OpenReview]
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ West Exhibition Hall C, B3 None
NeurIPS 2024 Workshop: Machine Learning and the Physical Sciences
[
OpenReview]
Workshop
Sun Dec 15 08:15 AM -- 05:15 PM (PST) @ East Meeting Room 8, 15 None
International Workshop on Federated Foundation Models in Conjunction with NeurIPS 2024 (FL@FM-NeurIPS'24)
[
OpenReview]
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ East Ballroom C None
Tackling Climate Change with Machine Learning
[
OpenReview]
Workshop
Sun Dec 15 08:25 AM -- 05:05 PM (PST) @ West Exhibition Hall A None
Multimodal Algorithmic Reasoning Workshop
[
OpenReview]
Workshop
Sun Dec 15 08:25 AM -- 04:00 PM (PST) @ West Meeting Room 118-120 None
Compositional Learning: Perspectives, Methods, and Paths Forward
[
OpenReview]
Workshop
Sun Dec 15 08:30 AM -- 05:30 PM (PST) @ West Meeting Room 217-219 None
Intrinsically Motivated Open-ended Learning (IMOL)
[
OpenReview]
Workshop
Sun Dec 15 08:30 AM -- 05:00 PM (PST) @ East Meeting Room 11, 12 None
Machine Learning in Structural Biology
[
OpenReview]
Workshop
Sun Dec 15 08:30 AM -- 05:00 PM (PST) @ West Meeting Room 202-204 None
Foundation Models for Science: Progress, Opportunities, and Challenges
[
OpenReview]
Workshop
Sun Dec 15 08:40 AM -- 05:30 PM (PST) @ East Exhibition Hall C None
NeurIPS'24 Workshop on Causal Representation Learning
[
OpenReview]
Workshop
Sun Dec 15 08:45 AM -- 05:00 PM (PST) @ West Meeting Room 121, 122 None
Foundation Model Interventions
[
OpenReview]
Workshop
Sun Dec 15 08:50 AM -- 05:00 PM (PST) @ East Ballroom A, B None
Interpretable AI: Past, Present and Future
[
OpenReview]
Workshop
Sun Dec 15 08:50 AM -- 05:30 PM (PST) @ West Meeting Room 205-207 None
Scientific Methods for Understanding Neural Networks
[
OpenReview]
Workshop
Sun Dec 15 08:50 AM -- 05:30 PM (PST) @ West Meeting Room 109, 110 None
AI for New Drug Modalities
[
OpenReview]
Workshop
Sun Dec 15 08:55 AM -- 05:30 PM (PST) @ West Ballroom B None
System-2 Reasoning at Scale
[
OpenReview]
Break
Sun Dec 15 09:00 AM -- 10:00 AM (PST) None
Coffee Break
Competition
Sun Dec 15 09:00 AM -- 11:00 AM (PST) @ Virtual Only None
Multi-task Challenges for Rain Movie Prediction on the Road to Hi-Res Foundation Models
[
OpenReview]
Competition
Sun Dec 15 09:00 AM -- 11:50 AM (PST) @ West Meeting Room 210 None
LLM Merging: Building LLMs Efficiently through Merging
[
OpenReview]
Competition
Sun Dec 15 09:00 AM -- 10:30 AM (PST) @ Virtual Only None
The NeurIPS 2024 LLM Privacy Challenge
[
OpenReview]
Competition
Sun Dec 15 09:00 AM -- 12:00 PM (PST) @ West Meeting Room 215, 216 None
The Concordia Contest: Advancing the Cooperative Intelligence of Language Agents
[
OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:00 PM (PST) @ West Ballroom C None
Towards Safe & Trustworthy Agents
[
OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:30 PM (PST) @ West Meeting Room 211-214 None
Workshop on Machine Learning and Compression
[
OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:30 PM (PST) @ West Meeting Room 111, 112 None
2nd Workshop on Touch Processing: From Data to Knowledge
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OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:30 PM (PST) @ West Meeting Room 301 None
Red Teaming GenAI: What Can We Learn from Adversaries?
[
OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:05 PM (PST) @ West Ballroom A None
Optimization for ML Workshop
[
OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:15 PM (PST) @ East Meeting Room 1-3, Foyer None
Workshop on Open-World Agents: Synnergizing Reasoning and Decision-Making in Open-World Environments (OWA-2024)
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OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:30 PM (PST) @ East Meeting Room 19, 20 None
The First Workshop on Large Foundation Models for Educational Assessment
[
OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:00 PM (PST) @ East Exhibition Hall A None
Safe Generative AI
[
OpenReview]
Workshop
Sun Dec 15 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 114, 115 None
ML with New Compute Paradigms
[
OpenReview]
Workshop
Sun Dec 15 09:15 AM -- 05:30 PM (PST) @ East Meeting Room 16 None
Evaluating Evaluations: Examining Best Practices for Measuring Broader Impacts of Generative AI
[
OpenReview]
Break
Sun Dec 15 12:00 PM -- 01:30 PM (PST) None
Lunch (not catered)
Competition
Sun Dec 15 01:30 PM -- 04:30 PM (PST) @ West Meeting Room 208 None
Erasing the Invisible: A Stress-Test Challenge for Image Watermarks
[
OpenReview]
Competition
Sun Dec 15 01:30 PM -- 04:30 PM (PST) @ West Meeting Room 209 None
Edge-LLMs: Edge-Device Large Language Model Competition
[
OpenReview]
Competition
Sun Dec 15 01:30 PM -- 04:30 PM (PST) @ West Meeting Room 215, 216 None
BELKA: The Big Encoded Library for Chemical Assessment
[
Slides]
[
OpenReview]
Competition
Sun Dec 15 01:30 PM -- 04:30 PM (PST) @ West Meeting Room 210 None
CLAS 2024: The Competition for LLM and Agent Safety
[
OpenReview]
Break
Sun Dec 15 03:00 PM -- 03:30 PM (PST) None
Coffee Break